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ORCIDBibTeX records: Eric Moulines
@article{DBLP:journals/corr/abs-2401-05388,
author = {Gabriel Victorino Cardoso and
Lisa Bedin and
Josselin Duchateau and
R{\'{e}}mi Dubois and
Eric Moulines},
title = {Bayesian {ECG} reconstruction using denoising diffusion generative
models},
journal = {CoRR},
volume = {abs/2401.05388},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05388},
doi = {10.48550/ARXIV.2401.05388},
eprinttype = {arXiv},
eprint = {2401.05388},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04114,
author = {Paul Mangold and
Sergey Samsonov and
Safwan Labbi and
Ilya Levin and
R{\'{e}}da Alami and
Alexey Naumov and
Eric Moulines},
title = {{SCAFFLSA:} Quantifying and Eliminating Heterogeneity Bias in Federated
Linear Stochastic Approximation and Temporal Difference Learning},
journal = {CoRR},
volume = {abs/2402.04114},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04114},
doi = {10.48550/ARXIV.2402.04114},
eprinttype = {arXiv},
eprint = {2402.04114},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03811,
author = {Antoine Scheid and
Daniil Tiapkin and
Etienne Boursier and
Aymeric Capitaine and
El Mahdi El Mhamdi and
Eric Moulines and
Michael I. Jordan and
Alain Durmus},
title = {Incentivized Learning in Principal-Agent Bandit Games},
journal = {CoRR},
volume = {abs/2403.03811},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03811},
doi = {10.48550/ARXIV.2403.03811},
eprinttype = {arXiv},
eprint = {2403.03811},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11407,
author = {Yazid Janati El Idrissi and
Alain Durmus and
Eric Moulines and
Jimmy Olsson},
title = {Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors},
journal = {CoRR},
volume = {abs/2403.11407},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11407},
doi = {10.48550/ARXIV.2403.11407},
eprinttype = {arXiv},
eprint = {2403.11407},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/JuditskyKM23,
author = {Anatoli B. Juditsky and
Joon Kwon and
{\'{E}}ric Moulines},
title = {Unifying mirror descent and dual averaging},
journal = {Math. Program.},
volume = {199},
number = {1},
pages = {793--830},
year = {2023},
url = {https://doi.org/10.1007/s10107-022-01850-3},
doi = {10.1007/S10107-022-01850-3},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/JuditskyKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/FortM23,
author = {Gersende Fort and
Eric Moulines},
title = {Stochastic variable metric proximal gradient with variance reduction
for non-convex composite optimization},
journal = {Stat. Comput.},
volume = {33},
number = {3},
pages = {65},
year = {2023},
url = {https://doi.org/10.1007/s11222-023-10230-6},
doi = {10.1007/S11222-023-10230-6},
timestamp = {Sun, 14 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/FortM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DieuleveutFMW23,
author = {Aymeric Dieuleveut and
Gersende Fort and
Eric Moulines and
Hoi{-}To Wai},
title = {Stochastic Approximation Beyond Gradient for Signal Processing and
Machine Learning},
journal = {{IEEE} Trans. Signal Process.},
volume = {71},
pages = {3117--3148},
year = {2023},
url = {https://doi.org/10.1109/TSP.2023.3301121},
doi = {10.1109/TSP.2023.3301121},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/DieuleveutFMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeconteSM23,
author = {Louis Leconte and
Sholom Schechtman and
Eric Moulines},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {ASkewSGD : An Annealed interval-constrained Optimisation method to
train Quantized Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3644--3663},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/leconte23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeconteSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PlassierMD23,
author = {Vincent Plassier and
Eric Moulines and
Alain Durmus},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Federated Averaging Langevin Dynamics: Toward a unified theory and
new algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5299--5356},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/plassier23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PlassierMD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/AlamiMM23,
author = {R{\'{e}}da Alami and
Mohammed Mahfoud and
Eric Moulines},
editor = {Sarath Chandar and
Razvan Pascanu and
Hanie Sedghi and
Doina Precup},
title = {Restarted Bayesian Online Change-point Detection for Non-Stationary
Markov Decision Processes},
booktitle = {Conference on Lifelong Learning Agents, 22-25 August 2023, McGill
University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {232},
pages = {715--744},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v232/alami23a.html},
timestamp = {Tue, 20 Feb 2024 13:52:18 +0100},
biburl = {https://dblp.org/rec/conf/collas/AlamiMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SchechtmanTMM23,
author = {Sholom Schechtman and
Daniil Tiapkin and
Michael Muehlebach and
{\'{E}}ric Moulines},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Orthogonal Directions Constrained Gradient Method: from non-linear
equality constraints to Stiefel manifold},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {1228--1258},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/schechtman23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/SchechtmanTMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DescoursHGMMN23,
author = {Arnaud Descours and
Tom Huix and
Arnaud Guillin and
Manon Michel and
{\'{E}}ric Moulines and
Boris Nectoux},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Law of Large Numbers for Bayesian two-layer Neural Network trained
with Variational Inference},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {4657--4695},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/descours23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/DescoursHGMMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fmec/LeconteNM23,
author = {Louis Leconte and
Van Minh Nguyen and
Eric Moulines},
title = {Federated Boolean Neural Networks Learning},
booktitle = {Eighth International Conference on Fog and Mobile Edge Computing,
{FMEC} 2023, Tartu, Estonia, September 18-20, 2023},
pages = {247--253},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/FMEC59375.2023.10306211},
doi = {10.1109/FMEC59375.2023.10306211},
timestamp = {Thu, 16 Nov 2023 09:03:44 +0100},
biburl = {https://dblp.org/rec/conf/fmec/LeconteNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001ICMO23,
author = {Gabriel Cardoso and
Yazid Janati El Idrissi and
Sylvain Le Corff and
Eric Moulines and
Jimmy Olsson},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {State and parameter learning with {PARIS} particle Gibbs},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {3625--3675},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/cardoso23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001ICMO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GreniouxDMG23,
author = {Louis Grenioux and
Alain Oliviero Durmus and
Eric Moulines and
Marylou Gabri{\'{e}}},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {On Sampling with Approximate Transport Maps},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {11698--11733},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/grenioux23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GreniouxDMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MesnardCSTRWLGV23,
author = {Thomas Mesnard and
Wenqi Chen and
Alaa Saade and
Yunhao Tang and
Mark Rowland and
Theophane Weber and
Clare Lyle and
Audrunas Gruslys and
Michal Valko and
Will Dabney and
Georg Ostrovski and
Eric Moulines and
R{\'{e}}mi Munos},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Quantile Credit Assignment},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {24517--24531},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/mesnard23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MesnardCSTRWLGV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlassierMRMP23,
author = {Vincent Plassier and
Mehdi Makni and
Aleksandr Rubashevskii and
Eric Moulines and
Maxim Panov},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Conformal Prediction for Federated Uncertainty Quantification Under
Label Shift},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {27907--27947},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/plassier23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PlassierMRMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TiapkinBCMMNPTV23,
author = {Daniil Tiapkin and
Denis Belomestny and
Daniele Calandriello and
Eric Moulines and
R{\'{e}}mi Munos and
Alexey Naumov and
Pierre Perrault and
Yunhao Tang and
Michal Valko and
Pierre M{\'{e}}nard},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Fast Rates for Maximum Entropy Exploration},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {34161--34221},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/tiapkin23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TiapkinBCMMNPTV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GuisianoMLS23,
author = {Jade Eva Guisiano and
{\'{E}}ric Moulines and
Thomas Lauvaux and
J{\'{e}}r{\'{e}}mie Sublime},
editor = {Biao Luo and
Long Cheng and
Zheng{-}Guang Wu and
Hongyi Li and
Chaojie Li},
title = {Oil and Gas Automatic Infrastructure Mapping: Leveraging High-Resolution
Satellite Imagery Through Fine-Tuning of Object Detection Models},
booktitle = {Neural Information Processing - 30th International Conference, {ICONIP}
2023, Changsha, China, November 20-23, 2023, Proceedings, Part {XII}},
series = {Communications in Computer and Information Science},
volume = {1966},
pages = {442--458},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8148-9\_35},
doi = {10.1007/978-981-99-8148-9\_35},
timestamp = {Tue, 28 Nov 2023 09:31:19 +0100},
biburl = {https://dblp.org/rec/conf/iconip/GuisianoMLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BeznosikovSSGNM23,
author = {Aleksandr Beznosikov and
Sergey Samsonov and
Marina Sheshukova and
Alexander V. Gasnikov and
Alexey Naumov and
Eric Moulines},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {First Order Methods with Markovian Noise: from Acceleration to Variational
Inequalities},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8c3e38ce55a0fa44bc325bc6fdb7f4e5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BeznosikovSSGNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TiapkinBCMMNPVM23,
author = {Daniil Tiapkin and
Denis Belomestny and
Daniele Calandriello and
Eric Moulines and
R{\'{e}}mi Munos and
Alexey Naumov and
Pierre Perrault and
Michal Valko and
Pierre M{\'{e}}nard},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Model-free Posterior Sampling via Learning Rate Randomization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e985dfca10e1167c0836a70880ef0858-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TiapkinBCMMNPVM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00631,
author = {Gersende Fort and
Eric Moulines},
title = {Stochastic Variable Metric Proximal Gradient with variance reduction
for non-convex composite optimization},
journal = {CoRR},
volume = {abs/2301.00631},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00631},
doi = {10.48550/ARXIV.2301.00631},
eprinttype = {arXiv},
eprint = {2301.00631},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04763,
author = {Louis Grenioux and
Alain Durmus and
{\'{E}}ric Moulines and
Marylou Gabri{\'{e}}},
title = {On Sampling with Approximate Transport Maps},
journal = {CoRR},
volume = {abs/2302.04763},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04763},
doi = {10.48550/ARXIV.2302.04763},
eprinttype = {arXiv},
eprint = {2302.04763},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08059,
author = {Daniil Tiapkin and
Denis Belomestny and
Daniele Calandriello and
Eric Moulines and
R{\'{e}}mi Munos and
Alexey Naumov and
Pierre Perrault and
Yunhao Tang and
Michal Valko and
Pierre M{\'{e}}nard},
title = {Fast Rates for Maximum Entropy Exploration},
journal = {CoRR},
volume = {abs/2303.08059},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08059},
doi = {10.48550/ARXIV.2303.08059},
eprinttype = {arXiv},
eprint = {2303.08059},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00232,
author = {R{\'{e}}da Alami and
Mohammed Mahfoud and
Eric Moulines},
title = {Restarted Bayesian Online Change-point Detection for Non-Stationary
Markov Decision Processes},
journal = {CoRR},
volume = {abs/2304.00232},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00232},
doi = {10.48550/ARXIV.2304.00232},
eprinttype = {arXiv},
eprint = {2304.00232},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14421,
author = {Mastane Achab and
R{\'{e}}da Alami and
Yasser Abdelaziz Dahou Djilali and
Kirill Fedyanin and
Eric Moulines},
title = {One-Step Distributional Reinforcement Learning},
journal = {CoRR},
volume = {abs/2304.14421},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14421},
doi = {10.48550/ARXIV.2304.14421},
eprinttype = {arXiv},
eprint = {2304.14421},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15938,
author = {Aleksandr Beznosikov and
Sergey Samsonov and
Marina Sheshukova and
Alexander V. Gasnikov and
Alexey Naumov and
Eric Moulines},
title = {First Order Methods with Markovian Noise: from Acceleration to Variational
Inequalities},
journal = {CoRR},
volume = {abs/2305.15938},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15938},
doi = {10.48550/ARXIV.2305.15938},
eprinttype = {arXiv},
eprint = {2305.15938},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16099,
author = {Louis Leconte and
Van Minh Nguyen and
Eric Moulines},
title = {{FAVAS:} Federated AVeraging with ASynchronous clients},
journal = {CoRR},
volume = {abs/2305.16099},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16099},
doi = {10.48550/ARXIV.2305.16099},
eprinttype = {arXiv},
eprint = {2305.16099},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00684,
author = {Louis Grenioux and
{\'{E}}ric Moulines and
Marylou Gabri{\'{e}}},
title = {Balanced Training of Energy-Based Models with Adaptive Flow Sampling},
journal = {CoRR},
volume = {abs/2306.00684},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00684},
doi = {10.48550/ARXIV.2306.00684},
eprinttype = {arXiv},
eprint = {2306.00684},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05131,
author = {Vincent Plassier and
Mehdi Makni and
Aleksandr Rubashevskii and
Eric Moulines and
Maxim Panov},
title = {Conformal Prediction for Federated Uncertainty Quantification Under
Label Shift},
journal = {CoRR},
volume = {abs/2306.05131},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05131},
doi = {10.48550/ARXIV.2306.05131},
eprinttype = {arXiv},
eprint = {2306.05131},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07983,
author = {Gabriel Cardoso and
Yazid Janati El Idrissi and
Sylvain Le Corff and
Eric Moulines},
title = {Monte Carlo guided Diffusion for Bayesian linear inverse problems},
journal = {CoRR},
volume = {abs/2308.07983},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07983},
doi = {10.48550/ARXIV.2308.07983},
eprinttype = {arXiv},
eprint = {2308.07983},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03767,
author = {Fouzi Boukhalfa and
R{\'{e}}da Alami and
Mastane Achab and
Eric Moulines and
Mehdi Bennis},
title = {Deep Reinforcement Learning Algorithms for Hybrid {V2X} Communication:
{A} Benchmarking Study},
journal = {CoRR},
volume = {abs/2310.03767},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03767},
doi = {10.48550/ARXIV.2310.03767},
eprinttype = {arXiv},
eprint = {2310.03767},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14286,
author = {Sergey Samsonov and
Daniil Tiapkin and
Alexey Naumov and
Eric Moulines},
title = {Finite-Sample Analysis of the Temporal Difference Learning},
journal = {CoRR},
volume = {abs/2310.14286},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14286},
doi = {10.48550/ARXIV.2310.14286},
eprinttype = {arXiv},
eprint = {2310.14286},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17303,
author = {Daniil Tiapkin and
Denis Belomestny and
Daniele Calandriello and
Eric Moulines and
Alexey Naumov and
Pierre Perrault and
Michal Valko and
Pierre M{\'{e}}nard},
title = {Demonstration-Regularized {RL}},
journal = {CoRR},
volume = {abs/2310.17303},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17303},
doi = {10.48550/ARXIV.2310.17303},
eprinttype = {arXiv},
eprint = {2310.17303},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18186,
author = {Daniil Tiapkin and
Denis Belomestny and
Daniele Calandriello and
Eric Moulines and
R{\'{e}}mi Munos and
Alexey Naumov and
Pierre Perrault and
Michal Valko and
Pierre M{\'{e}}nard},
title = {Model-free Posterior Sampling via Learning Rate Randomization},
journal = {CoRR},
volume = {abs/2310.18186},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18186},
doi = {10.48550/ARXIV.2310.18186},
eprinttype = {arXiv},
eprint = {2310.18186},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15799,
author = {Vincent Plassier and
Nikita Kotelevskii and
Aleksandr Rubashevskii and
Fedor Noskov and
Maksim Velikanov and
Alexander Fishkov and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c and
Eric Moulines and
Maxim Panov},
title = {Efficient Conformal Prediction under Data Heterogeneity},
journal = {CoRR},
volume = {abs/2312.15799},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15799},
doi = {10.48550/ARXIV.2312.15799},
eprinttype = {arXiv},
eprint = {2312.15799},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/BelomestnyMS22,
author = {Denis Belomestny and
Eric Moulines and
Sergey Samsonov},
title = {Variance reduction for additive functionals of Markov chains via martingale
representations},
journal = {Stat. Comput.},
volume = {32},
number = {1},
pages = {16},
year = {2022},
url = {https://doi.org/10.1007/s11222-021-10073-z},
doi = {10.1007/S11222-021-10073-Z},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/BelomestnyMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/DurmusMP22,
author = {Alain Durmus and
{\'{E}}ric Moulines and
Marcelo Pereyra},
title = {A Proximal Markov Chain Monte Carlo Method for Bayesian Inference
in Imaging Inverse Problems: When Langevin Meets Moreau},
journal = {{SIAM} Rev.},
volume = {64},
number = {4},
pages = {991--1028},
year = {2022},
url = {https://doi.org/10.1137/22m1522917},
doi = {10.1137/22M1522917},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamrev/DurmusMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VonoPDDM22,
author = {Maxime Vono and
Vincent Plassier and
Alain Durmus and
Aymeric Dieuleveut and
Eric Moulines},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {{QLSD:} Quantised Langevin Stochastic Dynamics for Bayesian Federated
Learning},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {6459--6500},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/vono22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VonoPDDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/KarimiWM022,
author = {Belhal Karimi and
Hoi{-}To Wai and
Eric Moulines and
Ping Li},
editor = {Sanjoy Dasgupta and
Nika Haghtalab},
title = {Minimization by Incremental Stochastic Surrogate Optimization for
Large Scale Nonconvex Problems},
booktitle = {International Conference on Algorithmic Learning Theory, 29 March
- 1 April 2022, Paris, France},
series = {Proceedings of Machine Learning Research},
volume = {167},
pages = {606--637},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v167/karimi22a.html},
timestamp = {Fri, 10 Mar 2023 11:41:45 +0100},
biburl = {https://dblp.org/rec/conf/alt/KarimiWM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/CardosoRAPHMD22,
author = {Gabriel Cardoso and
Genevi{\`{e}}ve Robin and
Andony Arrieula and
Mark Potse and
Michel Ha{\"{\i}}ssaguerre and
Eric Moulines and
R{\'{e}}mi Dubois},
title = {A Patient-Specific Single Equivalent Dipole Model},
booktitle = {Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7,
2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.22489/CinC.2022.260},
doi = {10.22489/CINC.2022.260},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cinc/CardosoRAPHMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenQCOM22,
author = {Max Cohen and
Guillaume Quispe and
Sylvain Le Corff and
Charles Ollion and
Eric Moulines},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Diffusion bridges vector quantized variational autoencoders},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {4141--4156},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/cohen22b.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CohenQCOM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TiapkinBMNSTVM22,
author = {Daniil Tiapkin and
Denis Belomestny and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov and
Yunhao Tang and
Michal Valko and
Pierre M{\'{e}}nard},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {From Dirichlet to Rubin: Optimistic Exploration in {RL} without Bonuses},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {21380--21431},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/tiapkin22a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TiapkinBMNSTVM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001STMO22,
author = {Gabriel Cardoso and
Sergey Samsonov and
Achille Thin and
Eric Moulines and
Jimmy Olsson},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{BR-SNIS:} Bias Reduced Self-Normalized Importance Sampling},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/04bd683d5428d91c5fbb5a7d2c27064d-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001STMO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KotelevskiiVDM22,
author = {Nikita Kotelevskii and
Maxime Vono and
Alain Durmus and
Eric Moulines},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {FedPop: {A} Bayesian Approach for Personalised Federated Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/395409679270591fd2a70abc694cf5a1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KotelevskiiVDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SamsonovLGDNM22,
author = {Sergey Samsonov and
Evgeny Lagutin and
Marylou Gabri{\'{e}} and
Alain Durmus and
Alexey Naumov and
Eric Moulines},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Local-Global {MCMC} kernels: the best of both worlds},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/21c86d5b10cdc28664ccdadf0a29065a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SamsonovLGDNM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TiapkinBCMMNRVM22,
author = {Daniil Tiapkin and
Denis Belomestny and
Daniele Calandriello and
Eric Moulines and
R{\'{e}}mi Munos and
Alexey Naumov and
Mark Rowland and
Michal Valko and
Pierre M{\'{e}}nard},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Optimistic Posterior Sampling for Reinforcement Learning with Few
Samples and Tight Guarantees},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/45e15bae91a6f213d45e203b8a29be48-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TiapkinBCMMNRVM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01951,
author = {Alain Durmus and
{\'{E}}ric Moulines},
title = {On the geometric convergence for {MALA} under verifiable conditions},
journal = {CoRR},
volume = {abs/2201.01951},
year = {2022},
url = {https://arxiv.org/abs/2201.01951},
eprinttype = {arXiv},
eprint = {2201.01951},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07704,
author = {Daniil Tiapkin and
Denis Belomestny and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov and
Yunhao Tang and
Michal Valko and
Pierre M{\'{e}}nard},
title = {From Dirichlet to Rubin: Optimistic Exploration in {RL} without Bonuses},
journal = {CoRR},
volume = {abs/2205.07704},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07704},
doi = {10.48550/ARXIV.2205.07704},
eprinttype = {arXiv},
eprint = {2205.07704},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03611,
author = {Nikita Kotelevskii and
Maxime Vono and
Eric Moulines and
Alain Durmus},
title = {FedPop: {A} Bayesian Approach for Personalised Federated Learning},
journal = {CoRR},
volume = {abs/2206.03611},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03611},
doi = {10.48550/ARXIV.2206.03611},
eprinttype = {arXiv},
eprint = {2206.03611},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03859,
author = {Tom Huix and
Szymon Majewski and
Alain Durmus and
Eric Moulines and
Anna Korba},
title = {Variational Inference of overparameterized Bayesian Neural Networks:
a theoretical and empirical study},
journal = {CoRR},
volume = {abs/2207.03859},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03859},
doi = {10.48550/ARXIV.2207.03859},
eprinttype = {arXiv},
eprint = {2207.03859},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04475,
author = {Alain Durmus and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov},
title = {Finite-time High-probability Bounds for Polyak-Ruppert Averaged Iterates
of Linear Stochastic Approximation},
journal = {CoRR},
volume = {abs/2207.04475},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04475},
doi = {10.48550/ARXIV.2207.04475},
eprinttype = {arXiv},
eprint = {2207.04475},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06364,
author = {Gabriel Cardoso and
Sergey Samsonov and
Achille Thin and
Eric Moulines and
Jimmy Olsson},
title = {{BR-SNIS:} Bias Reduced Self-Normalized Importance Sampling},
journal = {CoRR},
volume = {abs/2207.06364},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06364},
doi = {10.48550/ARXIV.2207.06364},
eprinttype = {arXiv},
eprint = {2207.06364},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14414,
author = {Daniil Tiapkin and
Denis Belomestny and
Daniele Calandriello and
Eric Moulines and
R{\'{e}}mi Munos and
Alexey Naumov and
Mark Rowland and
Michal Valko and
Pierre M{\'{e}}nard},
title = {Optimistic Posterior Sampling for Reinforcement Learning with Few
Samples and Tight Guarantees},
journal = {CoRR},
volume = {abs/2209.14414},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14414},
doi = {10.48550/ARXIV.2209.14414},
eprinttype = {arXiv},
eprint = {2209.14414},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00100,
author = {Vincent Plassier and
Alain Durmus and
Eric Moulines},
title = {Federated Averaging Langevin Dynamics: Toward a unified theory and
new algorithms},
journal = {CoRR},
volume = {abs/2211.00100},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00100},
doi = {10.48550/ARXIV.2211.00100},
eprinttype = {arXiv},
eprint = {2211.00100},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03741,
author = {Louis Leconte and
Sholom Schechtman and
Eric Moulines},
title = {AskewSGD : An Annealed interval-constrained Optimisation method to
train Quantized Neural Networks},
journal = {CoRR},
volume = {abs/2211.03741},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03741},
doi = {10.48550/ARXIV.2211.03741},
eprinttype = {arXiv},
eprint = {2211.03741},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/BelomestnyIMNS21,
author = {Denis Belomestny and
Leonid Iosipoi and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov},
title = {Variance Reduction for Dependent Sequences with Applications to Stochastic
Gradient {MCMC}},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {9},
number = {2},
pages = {507--535},
year = {2021},
url = {https://doi.org/10.1137/19M1301199},
doi = {10.1137/19M1301199},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/juq/BelomestnyIMNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/FortGM21,
author = {Gersende Fort and
P. Gach and
Eric Moulines},
title = {Fast incremental expectation maximization for finite-sum optimization:
nonasymptotic convergence},
journal = {Stat. Comput.},
volume = {31},
number = {4},
pages = {48},
year = {2021},
url = {https://doi.org/10.1007/s11222-021-10023-9},
doi = {10.1007/S11222-021-10023-9},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/FortGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ChauMRSZ21,
author = {Ngoc Huy Chau and
{\'{E}}ric Moulines and
Mikl{\'{o}}s R{\'{a}}sonyi and
Sotirios Sabanis and
Ying Zhang},
title = {On Stochastic Gradient Langevin Dynamics with Dependent Data Streams:
The Fully Nonconvex Case},
journal = {{SIAM} J. Math. Data Sci.},
volume = {3},
number = {3},
pages = {959--986},
year = {2021},
url = {https://doi.org/10.1137/20M1355392},
doi = {10.1137/20M1355392},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/ChauMRSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DurmusJMS21,
author = {Alain Durmus and
Pablo Jim{\'{e}}nez and
Eric Moulines and
Salem Said},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {On Riemannian Stochastic Approximation Schemes with Fixed Step-Size},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1018--1026},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/durmus21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DurmusJMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DurmusMNSW21,
author = {Alain Durmus and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov and
Hoi{-}To Wai},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {On the Stability of Random Matrix Product with Markovian Noise: Application
to Linear Stochastic Approximation and {TD} Learning},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {1711--1752},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/durmus21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/DurmusMNSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FortMW21,
author = {Gersende Fort and
Eric Moulines and
Hoi{-}To Wai},
title = {Geom-Spider-EM: Faster Variance Reduced Stochastic Expectation Maximization
for Nonconvex Finite-Sum Optimization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3135--3139},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414271},
doi = {10.1109/ICASSP39728.2021.9414271},
timestamp = {Thu, 08 Jul 2021 17:12:48 +0200},
biburl = {https://dblp.org/rec/conf/icassp/FortMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MesnardWVTSHDSH21,
author = {Thomas Mesnard and
Theophane Weber and
Fabio Viola and
Shantanu Thakoor and
Alaa Saade and
Anna Harutyunyan and
Will Dabney and
Thomas S. Stepleton and
Nicolas Heess and
Arthur Guez and
Eric Moulines and
Marcus Hutter and
Lars Buesing and
R{\'{e}}mi Munos},
editor = {Marina Meila and
Tong Zhang},
title = {Counterfactual Credit Assignment in Model-Free Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7654--7664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mesnard21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MesnardWVTSHDSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PlassierVDM21,
author = {Vincent Plassier and
Maxime Vono and
Alain Durmus and
Eric Moulines},
editor = {Marina Meila and
Tong Zhang},
title = {{DG-LMC:} {A} Turn-key and Scalable Synchronous Distributed {MCMC}
Algorithm via Langevin Monte Carlo within Gibbs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8577--8587},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/plassier21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PlassierVDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThinKDDMP21,
author = {Achille Thin and
Nikita Kotelevskii and
Arnaud Doucet and
Alain Durmus and
Eric Moulines and
Maxim Panov},
editor = {Marina Meila and
Tong Zhang},
title = {Monte Carlo Variational Auto-Encoders},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10247--10257},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/thin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ThinKDDMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ThinICOMDDR21,
author = {Achille Thin and
Yazid Janati El Idrissi and
Sylvain Le Corff and
Charles Ollion and
Eric Moulines and
Arnaud Doucet and
Alain Durmus and
Christian X. Robert},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{NEO:} Non Equilibrium Sampling on the Orbits of a Deterministic Transform},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17060--17071},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8dd291cbea8f231982db0fb1716dfc55-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ThinICOMDDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DieuleveutFMR21,
author = {Aymeric Dieuleveut and
Gersende Fort and
Eric Moulines and
Genevi{\`{e}}ve Robin},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Federated-EM with heterogeneity mitigation and variance reduction},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29553--29566},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f740c8d9c193f16d8a07d3a8a751d13f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DieuleveutFMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DurmusMNSSW21,
author = {Alain Durmus and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov and
Kevin Scaman and
Hoi{-}To Wai},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Tight High Probability Bounds for Linear Stochastic Approximation
with Fixed Stepsize},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {30063--30074},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/fc95fa5740ba01a870cfa52f671fe1e4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DurmusMNSSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/FortM21,
author = {Gersende Fort and
Eric Moulines},
title = {The Perturbed Prox-Preconditioned Spider Algorithm: Non-Asymptotic
Convergence Bounds},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2021, Rio de
Janeiro, Brazil, July 11-14, 2021},
pages = {96--100},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSP49050.2021.9513846},
doi = {10.1109/SSP49050.2021.9513846},
timestamp = {Thu, 26 Aug 2021 09:19:18 +0200},
biburl = {https://dblp.org/rec/conf/ssp/FortM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/FortM21a,
author = {Gersende Fort and
Eric Moulines},
title = {The Perturbed Prox-Preconditioned Spider Algorithm for EM-Based Large
Scale Learning},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2021, Rio de
Janeiro, Brazil, July 11-14, 2021},
pages = {316--320},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSP49050.2021.9513769},
doi = {10.1109/SSP49050.2021.9513769},
timestamp = {Thu, 26 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/FortM21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00185,
author = {Alain Durmus and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov and
Hoi{-}To Wai},
title = {On the Stability of Random Matrix Product with Markovian Noise: Application
to Linear Stochastic Approximation and {TD} Learning},
journal = {CoRR},
volume = {abs/2102.00185},
year = {2021},
url = {https://arxiv.org/abs/2102.00185},
eprinttype = {arXiv},
eprint = {2102.00185},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07586,
author = {Alain Durmus and
Pablo Jim{\'{e}}nez and
{\'{E}}ric Moulines and
Salem Said},
title = {On Riemannian Stochastic Approximation Schemes with Fixed Step-Size},
journal = {CoRR},
volume = {abs/2102.07586},
year = {2021},
url = {https://arxiv.org/abs/2102.07586},
eprinttype = {arXiv},
eprint = {2102.07586},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02135,
author = {Denis Belomestny and
Ilya Levin and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov and
Veronika Zorina},
title = {Model-free policy evaluation in Reinforcement Learning via upper solutions},
journal = {CoRR},
volume = {abs/2105.02135},
year = {2021},
url = {https://arxiv.org/abs/2105.02135},
eprinttype = {arXiv},
eprint = {2105.02135},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11732,
author = {Gersende Fort and
Eric Moulines},
title = {The Perturbed Prox-Preconditioned {SPIDER} algorithm for EM-based
large scale learning},
journal = {CoRR},
volume = {abs/2105.11732},
year = {2021},
url = {https://arxiv.org/abs/2105.11732},
eprinttype = {arXiv},
eprint = {2105.11732},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00797,
author = {Maxime Vono and
Vincent Plassier and
Alain Durmus and
Aymeric Dieuleveut and
Eric Moulines},
title = {{QLSD:} Quantised Langevin stochastic dynamics for Bayesian federated
learning},
journal = {CoRR},
volume = {abs/2106.00797},
year = {2021},
url = {https://arxiv.org/abs/2106.00797},
eprinttype = {arXiv},
eprint = {2106.00797},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01257,
author = {Alain Durmus and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov and
Kevin Scaman and
Hoi{-}To Wai},
title = {Tight High Probability Bounds for Linear Stochastic Approximation
with Fixed Stepsize},
journal = {CoRR},
volume = {abs/2106.01257},
year = {2021},
url = {https://arxiv.org/abs/2106.01257},
eprinttype = {arXiv},
eprint = {2106.01257},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06300,
author = {Vincent Plassier and
Maxime Vono and
Alain Durmus and
Eric Moulines},
title = {{DG-LMC:} {A} Turn-key and Scalable Synchronous Distributed {MCMC}
Algorithm},
journal = {CoRR},
volume = {abs/2106.06300},
year = {2021},
url = {https://arxiv.org/abs/2106.06300},
eprinttype = {arXiv},
eprint = {2106.06300},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15921,
author = {Achille Thin and
Nikita Kotelevskii and
Arnaud Doucet and
Alain Durmus and
Eric Moulines and
Maxim Panov},
title = {Monte Carlo Variational Auto-Encoders},
journal = {CoRR},
volume = {abs/2106.15921},
year = {2021},
url = {https://arxiv.org/abs/2106.15921},
eprinttype = {arXiv},
eprint = {2106.15921},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14542,
author = {Alain Durmus and
Aur{\'{e}}lien Enfroy and
{\'{E}}ric Moulines and
Gabriel Stoltz},
title = {Uniform minorization condition and convergence bounds for discretizations
of kinetic Langevin dynamics},
journal = {CoRR},
volume = {abs/2107.14542},
year = {2021},
url = {https://arxiv.org/abs/2107.14542},
eprinttype = {arXiv},
eprint = {2107.14542},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02083,
author = {Aymeric Dieuleveut and
Gersende Fort and
Eric Moulines and
Genevi{\`{e}}ve Robin},
title = {Federated Expectation Maximization with heterogeneity mitigation and
variance reduction},
journal = {CoRR},
volume = {abs/2111.02083},
year = {2021},
url = {https://arxiv.org/abs/2111.02083},
eprinttype = {arXiv},
eprint = {2111.02083},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02702,
author = {Evgeny Lagutin and
Daniil Selikhanovych and
Achille Thin and
Sergey Samsonov and
Alexey Naumov and
Denis Belomestny and
Maxim Panov and
Eric Moulines},
title = {Ex\({}^{\mbox{2}}\)MCMC: Sampling through Exploration Exploitation},
journal = {CoRR},
volume = {abs/2111.02702},
year = {2021},
url = {https://arxiv.org/abs/2111.02702},
eprinttype = {arXiv},
eprint = {2111.02702},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/KarimiLM20,
author = {Belhal Karimi and
Marc Lavielle and
Eric Moulines},
title = {f-SAEM: {A} fast stochastic approximation of the {EM} algorithm for
nonlinear mixed effects models},
journal = {Comput. Stat. Data Anal.},
volume = {141},
pages = {123--138},
year = {2020},
url = {https://doi.org/10.1016/j.csda.2019.07.001},
doi = {10.1016/J.CSDA.2019.07.001},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/KarimiLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/BelomestnyIMNS20,
author = {Denis Belomestny and
Leonid Iosipoi and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov},
title = {Variance reduction for Markov chains with application to {MCMC}},
journal = {Stat. Comput.},
volume = {30},
number = {4},
pages = {973--997},
year = {2020},
url = {https://doi.org/10.1007/s11222-020-09931-z},
doi = {10.1007/S11222-020-09931-Z},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/BelomestnyIMNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/KarvonenBMS20,
author = {Toni Karvonen and
Silv{\`{e}}re Bonnabel and
Eric Moulines and
Simo S{\"{a}}rkk{\"{a}}},
title = {On Stability of a Class of Filters for Nonlinear Stochastic Systems},
journal = {{SIAM} J. Control. Optim.},
volume = {58},
number = {4},
pages = {2023--2049},
year = {2020},
url = {https://doi.org/10.1137/19M1285974},
doi = {10.1137/19M1285974},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamco/KarvonenBMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KaledinMNTW20,
author = {Maxim Kaledin and
Eric Moulines and
Alexey Naumov and
Vladislav Tadic and
Hoi{-}To Wai},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Finite Time Analysis of Linear Two-timescale Stochastic Approximation
with Markovian Noise},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {2144--2203},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/kaledin20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KaledinMNTW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MattilaRMKW20,
author = {Robert Mattila and
Cristian R. Rojas and
Eric Moulines and
Vikram Krishnamurthy and
Bo Wahlberg},
title = {Fast and Consistent Learning of Hidden Markov Models by Incorporating
Non-Consecutive Correlations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6785--6796},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mattila20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MattilaRMKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FortMW20,
author = {Gersende Fort and
Eric Moulines and
Hoi{-}To Wai},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Stochastic Path Integral Differential EstimatoR Expectation Maximization
Algorithm},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/c589c3a8f99401b24b9380e86d939842-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FortMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08049,
author = {Nicolas Brosse and
Carlos Riquelme and
Alice Martin and
Sylvain Gelly and
Eric Moulines},
title = {On Last-Layer Algorithms for Classification: Decoupling Representation
from Uncertainty Estimation},
journal = {CoRR},
volume = {abs/2001.08049},
year = {2020},
url = {https://arxiv.org/abs/2001.08049},
eprinttype = {arXiv},
eprint = {2001.08049},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01268,
author = {Maxim Kaledin and
Eric Moulines and
Alexey Naumov and
Vladislav Tadic and
Hoi{-}To Wai},
title = {Finite Time Analysis of Linear Two-timescale Stochastic Approximation
with Markovian Noise},
journal = {CoRR},
volume = {abs/2002.01268},
year = {2020},
url = {https://arxiv.org/abs/2002.01268},
eprinttype = {arXiv},
eprint = {2002.01268},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12253,
author = {Achille Thin and
Nikita Kotelevskii and
Jean{-}Stanislas Denain and
L{\'{e}}o Grinsztajn and
Alain Durmus and
Maxim Panov and
Eric Moulines},
title = {MetFlow: {A} New Efficient Method for Bridging the Gap between Markov
Chain Monte Carlo and Variational Inference},
journal = {CoRR},
volume = {abs/2002.12253},
year = {2020},
url = {https://arxiv.org/abs/2002.12253},
eprinttype = {arXiv},
eprint = {2002.12253},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13284,
author = {Alain Durmus and
Pablo Jim{\'{e}}nez and
{\'{E}}ric Moulines and
Salem Said and
Hoi{-}To Wai},
title = {Convergence Analysis of Riemannian Stochastic Approximation Schemes},
journal = {CoRR},
volume = {abs/2005.13284},
year = {2020},
url = {https://arxiv.org/abs/2005.13284},
eprinttype = {arXiv},
eprint = {2005.13284},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12392,
author = {Gersende Fort and
Eric Moulines and
Hoi{-}To Wai},
title = {Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation Maximization
for Nonconvex Finite-Sum Optimization},
journal = {CoRR},
volume = {abs/2011.12392},
year = {2020},
url = {https://arxiv.org/abs/2011.12392},
eprinttype = {arXiv},
eprint = {2011.12392},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01929,
author = {Gersende Fort and
Eric Moulines and
Hoi{-}To Wai},
title = {A Stochastic Path-Integrated Differential EstimatoR Expectation Maximization
Algorithm},
journal = {CoRR},
volume = {abs/2012.01929},
year = {2020},
url = {https://arxiv.org/abs/2012.01929},
eprinttype = {arXiv},
eprint = {2012.01929},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14670,
author = {Gersende Fort and
P. Gach and
Eric Moulines},
title = {Fast Incremental Expectation Maximization for finite-sum optimization:
nonasymptotic convergence},
journal = {CoRR},
volume = {abs/2012.14670},
year = {2020},
url = {https://arxiv.org/abs/2012.14670},
eprinttype = {arXiv},
eprint = {2012.14670},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/RobinJMS19,
author = {Genevi{\`{e}}ve Robin and
Julie Josse and
Eric Moulines and
Sylvain Sardy},
title = {Low-rank model with covariates for count data with missing values},
journal = {J. Multivar. Anal.},
volume = {173},
pages = {416--434},
year = {2019},
url = {https://doi.org/10.1016/j.jmva.2019.04.004},
doi = {10.1016/J.JMVA.2019.04.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/RobinJMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KarimiMMW19,
author = {Belhal Karimi and
Blazej Miasojedow and
Eric Moulines and
Hoi{-}To Wai},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Non-asymptotic Analysis of Biased Stochastic Approximation Scheme},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1944--1974},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/karimi19a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KarimiMMW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarimiWML19,
author = {Belhal Karimi and
Hoi{-}To Wai and
Eric Moulines and
Marc Lavielle},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On the Global Convergence of (Fast) Incremental Expectation Maximization
Methods},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2833--2843},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/a14ac55a4f27472c5d894ec1c3c743d2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KarimiWML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00629,
author = {Belhal Karimi and
Blazej Miasojedow and
Eric Moulines and
Hoi{-}To Wai},
title = {Non-asymptotic Analysis of Biased Stochastic Approximation Scheme},
journal = {CoRR},
volume = {abs/1902.00629},
year = {2019},
url = {http://arxiv.org/abs/1902.00629},
eprinttype = {arXiv},
eprint = {1902.00629},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03643,
author = {Denis Belomestny and
Leonid Iosipoi and
Eric Moulines and
Alexey Naumov and
Sergey Samsonov},
title = {Variance reduction for Markov chains with application to {MCMC}},
journal = {CoRR},
volume = {abs/1910.03643},
year = {2019},
url = {http://arxiv.org/abs/1910.03643},
eprinttype = {arXiv},
eprint = {1910.03643},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12521,
author = {Belhal Karimi and
Hoi{-}To Wai and
Eric Moulines and
Marc Lavielle},
title = {On the Global Convergence of (Fast) Incremental Expectation Maximization
Methods},
journal = {CoRR},
volume = {abs/1910.12521},
year = {2019},
url = {http://arxiv.org/abs/1910.12521},
eprinttype = {arXiv},
eprint = {1910.12521},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13742,
author = {Anatoli B. Juditsky and
Joon Kwon and
Eric Moulines},
title = {Unifying mirror descent and dual averaging},
journal = {CoRR},
volume = {abs/1910.13742},
year = {2019},
url = {http://arxiv.org/abs/1910.13742},
eprinttype = {arXiv},
eprint = {1910.13742},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/DurmusMP18,
author = {Alain Durmus and
Eric Moulines and
Marcelo Pereyra},
title = {Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo:
When Langevin Meets Moreau},
journal = {{SIAM} J. Imaging Sci.},
volume = {11},
number = {1},
pages = {473--506},
year = {2018},
url = {https://doi.org/10.1137/16M1108340},
doi = {10.1137/16M1108340},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/DurmusMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/KarvonenBMS18,
author = {Toni Karvonen and
Silv{\`{e}}re Bonnabel and
Eric Moulines and
Simo S{\"{a}}rkk{\"{a}}},
title = {Bounds on the Covariance Matrix of a Class of Kalman-Bucy Filters
for Systems with Non-Linear Dynamics},
booktitle = {57th {IEEE} Conference on Decision and Control, {CDC} 2018, Miami,
FL, USA, December 17-19, 2018},
pages = {7176--7181},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CDC.2018.8619726},
doi = {10.1109/CDC.2018.8619726},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/KarvonenBMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/CorffCCNM18,
author = {Sylvain Le Corff and
Alain Champagne and
Maurice Charbit and
Gilles Nozi{\`{e}}re and
Eric Moulines},
title = {Optimizing Thermal Comfort and Energy Consumption in a Large Building
without Renovation Work},
booktitle = {2018 {IEEE} Data Science Workshop, {DSW} 2018, Lausanne, Switzerland,
June 4-6, 2018},
pages = {41--45},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSW.2018.8439901},
doi = {10.1109/DSW.2018.8439901},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsw/CorffCCNM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RobinWJKM18,
author = {Genevi{\`{e}}ve Robin and
Hoi{-}To Wai and
Julie Josse and
Olga Klopp and
Eric Moulines},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Low-rank Interaction with Sparse Additive Effects Model for Large
Data Frames},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5501--5511},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f21e255f89e0f258accbe4e984eef486-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RobinWJKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BrosseDM18,
author = {Nicolas Brosse and
Alain Durmus and
Eric Moulines},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {The promises and pitfalls of Stochastic Gradient Langevin Dynamics},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8278--8288},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/335cd1b90bfa4ee70b39d08a4ae0cf2d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BrosseDM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/FortRAM18,
author = {Gersende Fort and
Laurent Risser and
Yves F. Atchad{\'{e}} and
Eric Moulines},
title = {Stochastic Fista Algorithms: So Fast ?},
booktitle = {2018 {IEEE} Statistical Signal Processing Workshop, {SSP} 2018, Freiburg
im Breisgau, Germany, June 10-13, 2018},
pages = {796--800},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SSP.2018.8450740},
doi = {10.1109/SSP.2018.8450740},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/FortRAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04784,
author = {Matthieu Lerasle and
Zolt{\'{a}}n Szab{\'{o}} and
Guillaume Lecu{\'{e}} and
Gaspar Massiot and
Eric Moulines},
title = {{MONK} - Outlier-Robust Mean Embedding Estimation by Median-of-Means},
journal = {CoRR},
volume = {abs/1802.04784},
year = {2018},
url = {http://arxiv.org/abs/1802.04784},
eprinttype = {arXiv},
eprint = {1802.04784},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10072,
author = {Nicolas Brosse and
Alain Durmus and
Eric Moulines},
title = {The promises and pitfalls of Stochastic Gradient Langevin Dynamics},
journal = {CoRR},
volume = {abs/1811.10072},
year = {2018},
url = {http://arxiv.org/abs/1811.10072},
eprinttype = {arXiv},
eprint = {1811.10072},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-08398,
author = {Genevi{\`{e}}ve Robin and
Hoi{-}To Wai and
Julie Josse and
Olga Klopp and
Eric Moulines},
title = {Low-rank Interaction with Sparse Additive Effects Model for Large
Data Frames},
journal = {CoRR},
volume = {abs/1812.08398},
year = {2018},
url = {http://arxiv.org/abs/1812.08398},
eprinttype = {arXiv},
eprint = {1812.08398},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-08398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/MaireML17,
author = {Florian Maire and
Eric Moulines and
Sidonie Lefebvre},
title = {Online {EM} for functional data},
journal = {Comput. Stat. Data Anal.},
volume = {111},
pages = {27--47},
year = {2017},
url = {https://doi.org/10.1016/j.csda.2017.01.006},
doi = {10.1016/J.CSDA.2017.01.006},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/MaireML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/NguyenCM17,
author = {Ngoc Minh Nguyen and
Sylvain Le Corff and
Eric Moulines},
title = {Particle rejuvenation of Rao-Blackwellized sequential Monte Carlo
smoothers for conditionally linear and Gaussian models},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2017},
pages = {54},
year = {2017},
url = {https://doi.org/10.1186/s13634-017-0489-5},
doi = {10.1186/S13634-017-0489-5},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/NguyenCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jap/DurmusCMR17,
author = {Alain Durmus and
Sylvain Le Corff and
Eric Moulines and
Gareth O. Roberts},
title = {Optimal scaling of the random walk Metropolis algorithm under {L}
p mean differentiability},
journal = {J. Appl. Probab.},
volume = {54},
number = {4},
pages = {1233--1260},
year = {2017},
url = {https://doi.org/10.1017/jpr.2017.61},
doi = {10.1017/JPR.2017.61},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jap/DurmusCMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AtchadeFM17,
author = {Yves F. Atchad{\'{e}} and
Gersende Fort and
Eric Moulines},
title = {On Perturbed Proximal Gradient Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {10:1--10:33},
year = {2017},
url = {http://jmlr.org/papers/v18/15-038.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AtchadeFM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcma/FortGM17,
author = {Gersende Fort and
Emmanuel Gobet and
Eric Moulines},
title = {{MCMC} design-based non-parametric regression for rare event. Application
to nested risk computations},
journal = {Monte Carlo Methods Appl.},
volume = {23},
number = {1},
pages = {21--42},
year = {2017},
url = {https://doi.org/10.1515/mcma-2017-0101},
doi = {10.1515/MCMA-2017-0101},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mcma/FortGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/WaiLSM17,
author = {Hoi{-}To Wai and
Jean Lafond and
Anna Scaglione and
Eric Moulines},
title = {Decentralized Frank-Wolfe Algorithm for Convex and Nonconvex Problems},
journal = {{IEEE} Trans. Autom. Control.},
volume = {62},
number = {11},
pages = {5522--5537},
year = {2017},
url = {https://doi.org/10.1109/TAC.2017.2685559},
doi = {10.1109/TAC.2017.2685559},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/WaiLSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/BrahamJFMS17,
author = {Hajer Braham and
Sana Ben Jemaa and
Gersende Fort and
Eric Moulines and
Berna Sayra{\c{c}}},
title = {Fixed Rank Kriging for Cellular Coverage Analysis},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {66},
number = {5},
pages = {4212--4222},
year = {2017},
url = {https://doi.org/10.1109/TVT.2016.2599842},
doi = {10.1109/TVT.2016.2599842},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/BrahamJFMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BrosseDMP17,
author = {Nicolas Brosse and
Alain Durmus and
Eric Moulines and
Marcelo Pereyra},
editor = {Satyen Kale and
Ohad Shamir},
title = {Sampling from a log-concave distribution with compact support with
proximal Langevin Monte Carlo},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {319--342},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/brosse17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/BrosseDMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SimsekliDBRMC17,
author = {Umut Simsekli and
Alain Durmus and
Roland Badeau and
Ga{\"{e}}l Richard and
Eric Moulines and
A. Taylan Cemgil},
title = {Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms
for non-negative matrix factorization},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2242--2246},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952555},
doi = {10.1109/ICASSP.2017.7952555},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SimsekliDBRMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WaiSLM17,
author = {Hoi{-}To Wai and
Anna Scaglione and
Jean Lafond and
Eric Moulines},
title = {Fast and privacy preserving distributed low-rank regression},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {4451--4455},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952998},
doi = {10.1109/ICASSP.2017.7952998},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WaiSLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/SchreckFCM16,
author = {Amandine Schreck and
Gersende Fort and
Sylvain Le Corff and
Eric Moulines},
title = {A Shrinkage-Thresholding Metropolis Adjusted Langevin Algorithm for
Bayesian Variable Selection},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {2},
pages = {366--375},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2015.2496546},
doi = {10.1109/JSTSP.2015.2496546},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/SchreckFCM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/FortMSV16,
author = {Gersende Fort and
Eric Moulines and
Amandine Schreck and
Matti Vihola},
title = {Convergence of Markovian Stochastic Approximation with Discontinuous
Dynamics},
journal = {{SIAM} J. Control. Optim.},
volume = {54},
number = {2},
pages = {866--893},
year = {2016},
url = {https://doi.org/10.1137/140962723},
doi = {10.1137/140962723},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamco/FortMSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/JalaLMCW16,
author = {Marjorie Jala and
C{\'{e}}line L{\'{e}}vy{-}Leduc and
Eric Moulines and
Emmanuelle Conil and
Joe Wiart},
title = {Sequential Design of Computer Experiments for the Assessment of Fetus
Exposure to Electromagnetic Fields},
journal = {Technometrics},
volume = {58},
number = {1},
pages = {30--42},
year = {2016},
url = {https://doi.org/10.1080/00401706.2014.979951},
doi = {10.1080/00401706.2014.979951},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/JalaLMCW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/BrahamJFMS16,
author = {Hajer Braham and
Sana Ben Jemaa and
Gersende Fort and
Eric Moulines and
Berna Sayra{\c{c}}},
title = {Spatial Prediction Under Location Uncertainty in Cellular Networks},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {15},
number = {11},
pages = {7633--7643},
year = {2016},
url = {https://doi.org/10.1109/TWC.2016.2605676},
doi = {10.1109/TWC.2016.2605676},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/BrahamJFMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/NabilMRJG16,
author = {Tahar Nabil and
Eric Moulines and
Fran{\c{c}}ois Roueff and
Jean{-}Marc Jicquel and
Alexandre Girard},
title = {Maximum likelihood estimation of a low-order building model},
booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest,
Hungary, August 29 - September 2, 2016},
pages = {702--707},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EUSIPCO.2016.7760339},
doi = {10.1109/EUSIPCO.2016.7760339},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/NabilMRJG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WaiSLM16,
author = {Hoi{-}To Wai and
Anna Scaglione and
Jean Lafond and
Eric Moulines},
title = {A projection-free decentralized algorithm for non-convex optimization},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {475--479},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7905887},
doi = {10.1109/GLOBALSIP.2016.7905887},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/WaiSLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SarkkaM16,
author = {Simo S{\"{a}}rkk{\"{a}} and
Eric Moulines},
title = {On the LP-convergence of a Girsanov theorem based particle filter},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {3989--3993},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472426},
doi = {10.1109/ICASSP.2016.7472426},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SarkkaM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LafondWM16,
author = {Jean Lafond and
Hoi{-}To Wai and
Eric Moulines},
title = {{D-FW:} Communication efficient distributed algorithms for high-dimensional
sparse optimization},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {4144--4148},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472457},
doi = {10.1109/ICASSP.2016.7472457},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LafondWM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DurmusSMBR16,
author = {Alain Durmus and
Umut Simsekli and
Eric Moulines and
Roland Badeau and
Ga{\"{e}}l Richard},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2047--2055},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/03f544613917945245041ea1581df0c2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DurmusSMBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/IlheRMS16,
author = {Paul Ilhe and
Fran{\c{c}}ois Roueff and
Eric Moulines and
Antoine Souloumiac},
title = {Nonparametric estimation of a shot-noise process},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2016, Palma de
Mallorca, Spain, June 26-29, 2016},
pages = {1--4},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSP.2016.7551709},
doi = {10.1109/SSP.2016.7551709},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/IlheRMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/WeberLMBR16,
author = {Fran{\c{c}}ois Weber and
Sidonie Lefebvre and
Eric Moulines and
Marc Bousquet and
Nicolas Roux},
title = {Considering spatial information to improve anomaly detection in heterogeneous
hyperspectral images},
booktitle = {8th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2016, Los Angeles, CA, USA, August 21-24,
2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WHISPERS.2016.8071733},
doi = {10.1109/WHISPERS.2016.8071733},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/WeberLMBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WaiLSM16,
author = {Hoi{-}To Wai and
Jean Lafond and
Anna Scaglione and
Eric Moulines},
title = {Decentralized Projection-free Optimization for Convex and Non-convex
Problems},
journal = {CoRR},
volume = {abs/1612.01216},
year = {2016},
url = {http://arxiv.org/abs/1612.01216},
eprinttype = {arXiv},
eprint = {1612.01216},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WaiLSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/DurmusM15,
author = {Alain Durmus and
Eric Moulines},
title = {Quantitative bounds of convergence for geometrically ergodic Markov
chain in the Wasserstein distance with application to the Metropolis
Adjusted Langevin Algorithm},
journal = {Stat. Comput.},
volume = {25},
number = {1},
pages = {5--19},
year = {2015},
url = {https://doi.org/10.1007/s11222-014-9511-z},
doi = {10.1007/S11222-014-9511-Z},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/DurmusM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/VergeDMM15,
author = {Christelle Verg{\'{e}} and
Cyrille Dubarry and
Pierre Del Moral and
Eric Moulines},
title = {On parallel implementation of sequential Monte Carlo methods: the
island particle model},
journal = {Stat. Comput.},
volume = {25},
number = {2},
pages = {243--260},
year = {2015},
url = {https://doi.org/10.1007/s11222-013-9429-x},
doi = {10.1007/S11222-013-9429-X},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/VergeDMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Moulines15,
author = {Eric Moulines},
title = {The sexy job in the next ten years will be statisticians},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {XXIX--XXXVI},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344777},
doi = {10.1109/DSAA.2015.7344777},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/Moulines15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/KhanSM15,
author = {Yasir Khan and
Berna Sayra{\c{c}} and
Eric Moulines},
editor = {Alagan Anpalagan and
Mehdi Bennis and
Rath Vannithamby},
title = {Centralized self-optimization of interference management in {LTE-A}
HetNets},
booktitle = {Design and Deployment of Small Cell Networks},
pages = {363--392},
publisher = {Cambridge University Press},
year = {2015},
url = {https://doi.org/10.1017/CBO9781107297333.016},
doi = {10.1017/CBO9781107297333.016},
timestamp = {Tue, 16 May 2017 14:01:42 +0200},
biburl = {https://dblp.org/rec/books/cu/p/KhanSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrahamJFMS15,
author = {Hajer Braham and
Sana Ben Jemaa and
Gersende Fort and
Eric Moulines and
Berna Sayra{\c{c}}},
title = {Fixed Rank Kriging for Cellular Coverage Analysis},
journal = {CoRR},
volume = {abs/1505.07062},
year = {2015},
url = {http://arxiv.org/abs/1505.07062},
eprinttype = {arXiv},
eprint = {1505.07062},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrahamJFMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LafondWM15,
author = {Jean Lafond and
Hoi{-}To Wai and
Eric Moulines},
title = {Convergence Analysis of a Stochastic Projection-free Algorithm},
journal = {CoRR},
volume = {abs/1510.01171},
year = {2015},
url = {http://arxiv.org/abs/1510.01171},
eprinttype = {arXiv},
eprint = {1510.01171},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LafondWM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrahamJFMS15a,
author = {Hajer Braham and
Sana Ben Jemaa and
Gersende Fort and
Eric Moulines and
Berna Sayra{\c{c}}},
title = {Spatial Prediction Under Location Uncertainty In Cellular Networks},
journal = {CoRR},
volume = {abs/1510.03638},
year = {2015},
url = {http://arxiv.org/abs/1510.03638},
eprinttype = {arXiv},
eprint = {1510.03638},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrahamJFMS15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/CornebiseMO14,
author = {Julien Cornebise and
Eric Moulines and
Jimmy Olsson},
title = {Adaptive sequential Monte Carlo by means of mixture of experts},
journal = {Stat. Comput.},
volume = {24},
number = {3},
pages = {317--337},
year = {2014},
url = {https://doi.org/10.1007/s11222-012-9372-2},
doi = {10.1007/S11222-012-9372-2},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/CornebiseMO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LafondKMS14,
author = {Jean Lafond and
Olga Klopp and
Eric Moulines and
Joseph Salmon},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Probabilistic low-rank matrix completion on finite alphabets},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1727--1735},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/f57a2f557b098c43f11ab969efe1504b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LafondKMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/BrahamJSFM14,
author = {Hajer Braham and
Sana Ben Jemaa and
Berna Sayra{\c{c}} and
Gersende Fort and
Eric Moulines},
title = {Coverage mapping using spatial interpolation with field measurements},
booktitle = {25th {IEEE} Annual International Symposium on Personal, Indoor, and
Mobile Radio Communication, {PIMRC} 2014, Washington DC, USA, September
2-5, 2014},
pages = {1743--1747},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/PIMRC.2014.7136450},
doi = {10.1109/PIMRC.2014.7136450},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/pimrc/BrahamJSFM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/KhanSM14,
author = {Yasir Khan and
Berna Sayra{\c{c}} and
Eric Moulines},
title = {Active antenna systems for centralized self-optimization of capacity
in {LTE-A}},
booktitle = {2014 {IEEE} Wireless Communications and Networking Conference Workshops,
{WCNC} Workshops, Istanbul, Turkey, April 6-9, 2014},
pages = {166--171},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/WCNCW.2014.6934880},
doi = {10.1109/WCNCW.2014.6934880},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/KhanSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/BrahamJSFM14,
author = {Hajer Braham and
Sana Ben Jemaa and
Berna Sayra{\c{c}} and
Gersende Fort and
Eric Moulines},
title = {Low complexity spatial interpolation for cellular coverage analysis},
booktitle = {12th International Symposium on Modeling and Optimization in Mobile,
Ad Hoc, and Wireless Networks, WiOpt 2014, Hammamet, Tunisia, May
12-16, 2014},
pages = {188--195},
publisher = {{IEEE}},
year = {2014},
url = {https://dl.ifip.org/db/conf/wiopt/wiopt2014/BrahamJSFM14.pdf},
doi = {10.1109/WIOPT.2014.6850298},
timestamp = {Thu, 09 Dec 2021 12:24:09 +0100},
biburl = {https://dblp.org/rec/conf/wiopt/BrahamJSFM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/LefebvreAJLM13,
author = {Sidonie Lefebvre and
St{\'{e}}phanie Allassonni{\`{e}}re and
J{\'{e}}r{\'{e}}mie Jakubowicz and
Thomas Lasne and
Eric Moulines},
title = {Aircraft classification with a low resolution infrared sensor},
journal = {Mach. Vis. Appl.},
volume = {24},
number = {1},
pages = {175--186},
year = {2013},
url = {https://doi.org/10.1007/s00138-012-0437-1},
doi = {10.1007/S00138-012-0437-1},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/LefebvreAJLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/HarchaouiBCM13,
author = {Za{\"{\i}}d Harchaoui and
Francis R. Bach and
Olivier Capp{\'{e}} and
Eric Moulines},
title = {Kernel-Based Methods for Hypothesis Testing: {A} Unified View},
journal = {{IEEE} Signal Process. Mag.},
volume = {30},
number = {4},
pages = {87--97},
year = {2013},
url = {https://doi.org/10.1109/MSP.2013.2253631},
doi = {10.1109/MSP.2013.2253631},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/HarchaouiBCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomacs/SchreckFM13,
author = {Amandine Schreck and
Gersende Fort and
Eric Moulines},
title = {Adaptive Equi-Energy Sampler: Convergence and Illustration},
journal = {{ACM} Trans. Model. Comput. Simul.},
volume = {23},
number = {1},
pages = {5:1--5:27},
year = {2013},
url = {https://doi.org/10.1145/2414416.2414421},
doi = {10.1145/2414416.2414421},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tomacs/SchreckFM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachM13,
author = {Francis R. Bach and
Eric Moulines},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Non-strongly-convex smooth stochastic approximation with convergence
rate O(1/n)},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {773--781},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/7fe1f8abaad094e0b5cb1b01d712f708-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/KhanSM13,
author = {Yasir Khan and
Berna Sayra{\c{c}} and
Eric Moulines},
title = {Centralized self-optimization of pilot powers for load balancing in
{LTE}},
booktitle = {24th {IEEE} Annual International Symposium on Personal, Indoor, and
Mobile Radio Communications, {PIMRC} 2013, London, United Kingdom,
September 8-11, 2013},
pages = {3039--3043},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/PIMRC.2013.6666668},
doi = {10.1109/PIMRC.2013.6666668},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/pimrc/KhanSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/KhanSM13,
author = {Yasir Khan and
Berna Sayra{\c{c}} and
Eric Moulines},
title = {Surrogate Based Centralized {SON:} Application to Interference Mitigation
in {LTE-A} HetNets},
booktitle = {Proceedings of the 77th {IEEE} Vehicular Technology Conference, {VTC}
Spring 2013, Dresden, Germany, June 2-5, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/VTCSpring.2013.6692776},
doi = {10.1109/VTCSPRING.2013.6692776},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/vtc/KhanSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/KhanSM13a,
author = {Yasir Khan and
Berna Sayra{\c{c}} and
Eric Moulines},
title = {Surrogate Based Centralized Automated Optimization Applied to {LTE}
Mobility Load Balancing},
booktitle = {Proceedings of the 78th {IEEE} Vehicular Technology Conference, {VTC}
Fall 2013, Las Vegas, NV, USA, September 2-5, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/VTCFall.2013.6692427},
doi = {10.1109/VTCFALL.2013.6692427},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/vtc/KhanSM13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wd/KhanSM13,
author = {Yasir Khan and
Berna Sayra{\c{c}} and
Eric Moulines},
title = {Centralized self-optimization in {LTE-A} using Active Antenna Systems},
booktitle = {Proceedings of the {IFIP} Wireless Days, {WD} 2013, Valencia, Spain,
November 13-15, 2013},
pages = {1--3},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/WD.2013.6686435},
doi = {10.1109/WD.2013.6686435},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/wd/KhanSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachM13,
author = {Francis R. Bach and
Eric Moulines},
title = {Non-strongly-convex smooth stochastic approximation with convergence
rate O(1/n)},
journal = {CoRR},
volume = {abs/1306.2119},
year = {2013},
url = {http://arxiv.org/abs/1306.2119},
eprinttype = {arXiv},
eprint = {1306.2119},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/JakubowiczLMM12,
author = {J{\'{e}}r{\'{e}}mie Jakubowicz and
Sidonie Lefebvre and
Florian Maire and
Eric Moulines},
title = {Detecting Aircraft With a Low-Resolution Infrared Sensor},
journal = {{IEEE} Trans. Image Process.},
volume = {21},
number = {6},
pages = {3034--3041},
year = {2012},
url = {https://doi.org/10.1109/TIP.2012.2186307},
doi = {10.1109/TIP.2012.2186307},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/JakubowiczLMM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/JalaLMCW12,
author = {Marjorie Jala and
C{\'{e}}line L{\'{e}}vy{-}Leduc and
Eric Moulines and
Emmanuelle Conil and
Joe Wiart},
title = {Sequential design of computer experiments for parameter estimation
with application to numerical dosimetry},
booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO}
2012, Bucharest, Romania, August 27-31, 2012},
pages = {909--913},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6334031/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/JalaLMCW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/CorffFM12,
author = {Sylvain Le Corff and
Gersende Fort and
Eric Moulines},
editor = {Fabian J. Theis and
Andrzej Cichocki and
Arie Yeredor and
Michael Zibulevsky},
title = {New Online {EM} Algorithms for General Hidden Markov Models. Application
to the {SLAM} Problem},
booktitle = {Latent Variable Analysis and Signal Separation - 10th International
Conference, {LVA/ICA} 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7191},
pages = {131--138},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28551-6\_17},
doi = {10.1007/978-3-642-28551-6\_17},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ica/CorffFM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MaireLDM12,
author = {Florian Maire and
Sidonie Lefebvre and
Randal Douc and
Eric Moulines},
title = {An online learning algorithm for mixture models of deformable templates},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349725},
doi = {10.1109/MLSP.2012.6349725},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/MaireLDM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/SayracRMJMG12,
author = {Berna Sayra{\c{c}} and
Janne Riihij{\"{a}}rvi and
Petri M{\"{a}}h{\"{o}}nen and
Sana Ben Jemaa and
Eric Moulines and
Sebastien Grimoud},
editor = {Li Erran Li and
Zhuoqing Morley Mao},
title = {Improving coverage estimation for cellular networks with spatial bayesian
prediction based on measurements},
booktitle = {Proceedings of the 2012 {ACM} {SIGCOMM} workshop on Cellular networks:
operations, challenges, and future design, CellNet '12, Helsinki,
Finland, August 13, 2012},
pages = {43--48},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2342468.2342479},
doi = {10.1145/2342468.2342479},
timestamp = {Thu, 16 Dec 2021 17:07:54 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/SayracRMJMG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/EtoreFJM11,
author = {Pierre Etor{\'{e}} and
Gersende Fort and
Benjamin Jourdain and
Eric Moulines},
title = {On adaptive stratification},
journal = {Ann. Oper. Res.},
volume = {189},
number = {1},
pages = {127--154},
year = {2011},
url = {https://doi.org/10.1007/s10479-009-0638-9},
doi = {10.1007/S10479-009-0638-9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/EtoreFJM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HachemMR11,
author = {Walid Hachem and
Eric Moulines and
Fran{\c{c}}ois Roueff},
title = {Error Exponents for Neyman-Pearson Detection of a Continuous-Time
Gaussian Markov Process From Regular or Irregular Samples},
journal = {{IEEE} Trans. Inf. Theory},
volume = {57},
number = {6},
pages = {3899--3914},
year = {2011},
url = {https://doi.org/10.1109/TIT.2011.2133630},
doi = {10.1109/TIT.2011.2133630},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HachemMR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KouamoCMR11,
author = {Olaf Kouamo and
Maurice Charbit and
Eric Moulines and
Fran{\c{c}}ois Roueff},
title = {Inference of a Generalized Long Memory Process in the Wavelet Domain},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {12},
pages = {5759--5773},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2168218},
doi = {10.1109/TSP.2011.2168218},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KouamoCMR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/GarivierM11,
author = {Aur{\'{e}}lien Garivier and
Eric Moulines},
editor = {Jyrki Kivinen and
Csaba Szepesv{\'{a}}ri and
Esko Ukkonen and
Thomas Zeugmann},
title = {On Upper-Confidence Bound Policies for Switching Bandit Problems},
booktitle = {Algorithmic Learning Theory - 22nd International Conference, {ALT}
2011, Espoo, Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6925},
pages = {174--188},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24412-4\_16},
doi = {10.1007/978-3-642-24412-4\_16},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/GarivierM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crowncom/GrimoudSJM11,
author = {Sebastien Grimoud and
Berna Sayra{\c{c}} and
Sana Ben Jemaa and
Eric Moulines},
editor = {Kazuhiro Uehara and
Maria{-}Gabriella Di Benedetto and
Akihiro Okazaki and
Hitoshi Yoshino},
title = {An algorithm for fast {REM} construction},
booktitle = {6th International {ICST} Conference on Cognitive Radio Oriented Wireless
Networks and Communications, {CROWNCOM} 2011, Osaka, Japan, June 1-3,
2011},
pages = {251--255},
publisher = {{ICST} / {IEEE}},
year = {2011},
url = {https://doi.org/10.4108/icst.crowncom.2011.245788},
doi = {10.4108/ICST.CROWNCOM.2011.245788},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crowncom/GrimoudSJM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YaoCNMD11,
author = {Jianfeng Yao and
Romain Couillet and
Jamal Najim and
Eric Moulines and
M{\'{e}}rouane Debbah},
title = {{CLT} for eigen-inference methods in cognitive radios},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {2980--2983},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946284},
doi = {10.1109/ICASSP.2011.5946284},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YaoCNMD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachM11,
author = {Francis R. Bach and
Eric Moulines},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Non-Asymptotic Analysis of Stochastic Approximation Algorithms for
Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {451--459},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/40008b9a5380fcacce3976bf7c08af5b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/GrimoudSJM11,
author = {Sebastien Grimoud and
Berna Sayra{\c{c}} and
Sana Ben Jemaa and
Eric Moulines},
title = {Best Sensor Selection for an Iterative {REM} Construction},
booktitle = {Proceedings of the 74th {IEEE} Vehicular Technology Conference, {VTC}
Fall 2011, 5-8 September 2011, San Francisco, CA, {USA}},
pages = {1--5},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/VETECF.2011.6093004},
doi = {10.1109/VETECF.2011.6093004},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/vtc/GrimoudSJM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcn/BarembruchSM10,
author = {Steffen Barembruch and
Anna Scaglione and
Eric Moulines},
title = {The expectation and sparse maximization algorithm},
journal = {J. Commun. Networks},
volume = {12},
number = {4},
pages = {317--329},
year = {2010},
url = {https://doi.org/10.1109/JCN.2010.6388468},
doi = {10.1109/JCN.2010.6388468},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcn/BarembruchSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/BarembruchSM10,
author = {Steffen Barembruch and
Anna Scaglione and
Eric Moulines},
title = {Maximum likelihood blind deconvolution for sparse systems},
booktitle = {2nd International Workshop on Cognitive Information Processing, {CIP}
2010, Elba, Italy, 14-16 June, 2010},
pages = {69--74},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CIP.2010.5604139},
doi = {10.1109/CIP.2010.5604139},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogip/BarembruchSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/JakubowiczLM10,
author = {J{\'{e}}r{\'{e}}mie Jakubowicz and
Sidonie Lefebvre and
Eric Moulines},
title = {Detecting aircraft with a low resolution infrared sensor},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings},
pages = {2475--2477},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IGARSS.2010.5649379},
doi = {10.1109/IGARSS.2010.5649379},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/JakubowiczLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-2914,
author = {Joffrey Villard and
Pascal Bianchi and
Eric Moulines and
Pablo Piantanida},
title = {High-Rate Quantization for the Neyman-Pearson Detection of Hidden
Markov Processes},
journal = {CoRR},
volume = {abs/1003.2914},
year = {2010},
url = {http://arxiv.org/abs/1003.2914},
eprinttype = {arXiv},
eprint = {1003.2914},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-2914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BarembruchGM09,
author = {Steffen Barembruch and
Aur{\'{e}}lien Garivier and
Eric Moulines},
title = {On approximate maximum-likelihood methods for blind identification:
how to cope with the curse of dimensionality},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {11},
pages = {4247--4259},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2024283},
doi = {10.1109/TSP.2009.2024283},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BarembruchGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HachemMNR09,
author = {Walid Hachem and
Eric Moulines and
Jamal Najim and
Fran{\c{c}}ois Roueff},
title = {On the error exponents for detecting randomly sampled noisy diffusion
processes},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {2169--2172},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960047},
doi = {10.1109/ICASSP.2009.4960047},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/HachemMNR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-4484,
author = {Walid Hachem and
Eric Moulines and
Fran{\c{c}}ois Roueff},
title = {Error exponents for Neyman-Pearson detection of a continuous-time
Gaussian Markov process from noisy irregular samples},
journal = {CoRR},
volume = {abs/0909.4484},
year = {2009},
url = {http://arxiv.org/abs/0909.4484},
eprinttype = {arXiv},
eprint = {0909.4484},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-4484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/CornebiseMO08,
author = {Julien Cornebise and
Eric Moulines and
Jimmy Olsson},
title = {Adaptive methods for sequential importance sampling with application
to state space models},
journal = {Stat. Comput.},
volume = {18},
number = {4},
pages = {461--480},
year = {2008},
url = {https://doi.org/10.1007/s11222-008-9089-4},
doi = {10.1007/S11222-008-9089-4},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/CornebiseMO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/CornebiseMO08,
author = {Julien Cornebise and
Eric Moulines and
Jimmy Olsson},
title = {Adaptive methods for sequential importance sampling with application
to state space models},
booktitle = {2008 16th European Signal Processing Conference, {EUSIPCO} 2008, Lausanne,
Switzerland, August 25-29, 2008},
pages = {1--5},
publisher = {{IEEE}},
year = {2008},
url = {https://ieeexplore.ieee.org/document/7080684/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/CornebiseMO08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/FilippiCCM08,
author = {Sarah Filippi and
Olivier Capp{\'{e}} and
Fabrice Cl{\'{e}}rot and
Eric Moulines},
editor = {Sertan Girgin and
Manuel Loth and
R{\'{e}}mi Munos and
Philippe Preux and
Daniil Ryabko},
title = {A Near Optimal Policy for Channel Allocation in Cognitive Radio},
booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop,
{EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised
and Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5323},
pages = {69--81},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89722-4\_6},
doi = {10.1007/978-3-540-89722-4\_6},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/FilippiCCM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/Alaya-FekiSMC08,
author = {Afef Ben Hadj Alaya{-}Feki and
Berna Sayra{\c{c}} and
Eric Moulines and
Alain Le Cornec},
title = {Opportunistic Spectrum Access: Online Search of Optimality},
booktitle = {Proceedings of the Global Communications Conference, 2008. {GLOBECOM}
2008, New Orleans, LA, USA, 30 November - 4 December 2008},
pages = {3096--3100},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/GLOCOM.2008.ECP.594},
doi = {10.1109/GLOCOM.2008.ECP.594},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/Alaya-FekiSMC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarchaouiBM08,
author = {Za{\"{\i}}d Harchaoui and
Francis R. Bach and
Eric Moulines},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Kernel Change-point Analysis},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {609--616},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/08b255a5d42b89b0585260b6f2360bdd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HarchaouiBM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/Alaya-FekiJSHM08,
author = {Afef Ben Hadj Alaya{-}Feki and
Sana Ben Jemaa and
Berna Sayra{\c{c}} and
Paul Houz{\'{e}} and
Eric Moulines},
title = {Informed spectrum usage in cognitive radio networks: Interference
cartography},
booktitle = {Proceedings of the {IEEE} 19th International Symposium on Personal,
Indoor and Mobile Radio Communications, {PIMRC} 2008, 15-18 September
2008, Cannes, French Riviera, France},
pages = {1--5},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/PIMRC.2008.4699911},
doi = {10.1109/PIMRC.2008.4699911},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pimrc/Alaya-FekiJSHM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/Alaya-FekiSCM08,
author = {Afef Ben Hadj Alaya{-}Feki and
Berna Sayra{\c{c}} and
Alain Le Cornec and
Eric Moulines},
title = {Semi Dynamic Parameter Tuning for Optimized Opportunistic Spectrum
Access},
booktitle = {Proceedings of the 68th {IEEE} Vehicular Technology Conference, {VTC}
Fall 2008, 21-24 September 2008, Calgary, Alberta, Canada},
pages = {1--5},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/VETECF.2008.265},
doi = {10.1109/VETECF.2008.265},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vtc/Alaya-FekiSCM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wimob/Alaya-FekiSHM08,
author = {Afef Ben Hadj Alaya{-}Feki and
Berna Sayra{\c{c}} and
Paul Houz{\'{e}} and
Eric Moulines},
title = {Opportunistic Spectrum Access with {IEEE} 802.11 in {IEEE} {P1900.4}
Framework},
booktitle = {{IEEE} International Conference on Wireless and Mobile Computing,
Networking and Communications, WiMob 2008, Avignon, France, 12-14
October 2008, Proceedings},
pages = {82--83},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/WiMob.2008.119},
doi = {10.1109/WIMOB.2008.119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wimob/Alaya-FekiSHM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcm/Alaya-FekiCM07,
author = {Afef Ben Hadj Alaya{-}Feki and
Alain Le Cornec and
Eric Moulines},
title = {Optimization of Radio Measurements Exploitation in Wireless Mobile
Networks},
journal = {J. Commun.},
volume = {2},
number = {7},
pages = {59--67},
year = {2007},
url = {https://doi.org/10.4304/jcm.2.7.59-67},
doi = {10.4304/JCM.2.7.59-67},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcm/Alaya-FekiCM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/CappeGM07,
author = {Olivier Capp{\'{e}} and
Simon J. Godsill and
Eric Moulines},
title = {An Overview of Existing Methods and Recent Advances in Sequential
Monte Carlo},
journal = {Proc. {IEEE}},
volume = {95},
number = {5},
pages = {899--924},
year = {2007},
url = {https://doi.org/10.1109/JPROC.2007.893250},
doi = {10.1109/JPROC.2007.893250},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/CappeGM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TriganoSMRM07,
author = {Thomas Trigano and
Antoine Souloumiac and
Thierry Montagu and
Fran{\c{c}}ois Roueff and
Eric Moulines},
title = {Statistical Pileup Correction Method for HPGe Detectors},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {10},
pages = {4871--4881},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.896300},
doi = {10.1109/TSP.2007.896300},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TriganoSMRM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/CastanedaCM07,
author = {Nadir Casta{\~{n}}eda and
Maurice Charbit and
Eric Moulines},
title = {A New Approach for Mobile Localization in Multipath Scenarios},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2007, Glasgow, Scotland, UK, 24-28 June 2007},
pages = {4680--4685},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICC.2007.773},
doi = {10.1109/ICC.2007.773},
timestamp = {Tue, 19 Jun 2018 07:53:33 +0200},
biburl = {https://dblp.org/rec/conf/icc/CastanedaCM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarchaouiBE07,
author = {Za{\"{\i}}d Harchaoui and
Francis R. Bach and
Eric Moulines},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Testing for Homogeneity with Kernel Fisher Discriminant Analysis},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {609--616},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/4ca82782c5372a547c104929f03fe7a9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HarchaouiBE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0712-4273,
author = {Olivier Capp{\'{e}} and
Eric Moulines},
title = {Online {EM} Algorithm for Latent Data Models},
journal = {CoRR},
volume = {abs/0712.4273},
year = {2007},
url = {http://arxiv.org/abs/0712.4273},
eprinttype = {arXiv},
eprint = {0712.4273},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0712-4273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TriganoRMSM06,
author = {Thomas Trigano and
Fran{\c{c}}ois Roueff and
Eric Moulines and
Antoine Souloumiac and
Thierry Montagu},
title = {Energy Spectrum Reconstruction for HPGe Detectors Using Analytical
Pile-Up Correction},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {592--595},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660723},
doi = {10.1109/ICASSP.2006.1660723},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TriganoRMSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CappeCM06,
author = {Olivier Capp{\'{e}} and
Maurice Charbit and
Eric Moulines},
title = {Recursive Em Algorithm with Applications to Doa Estimation},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {664--667},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660741},
doi = {10.1109/ICASSP.2006.1660741},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CappeCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CastanedaCM06,
author = {Nadir Casta{\~{n}}eda and
Maurice Charbit and
Eric Moulines},
title = {Source Localization from Quantized Time of Arrival Measurements},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {933--936},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1661123},
doi = {10.1109/ICASSP.2006.1661123},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CastanedaCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/valuetools/FortMMP06,
author = {Gersende Fort and
Eric Moulines and
Sean P. Meyn and
Pierre Priouret},
editor = {Luciano Lenzini and
Rene L. Cruz},
title = {{ODE} methods for Markov chain stability with applications to {MCMC}},
booktitle = {Proceedings of the 1st International Conference on Performance Evaluation
Methodolgies and Tools, {VALUETOOLS} 2006, Pisa, Italy, October 11-13,
2006},
series = {{ACM} International Conference Proceeding Series},
volume = {180},
pages = {42},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1190095.1190149},
doi = {10.1145/1190095.1190149},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/valuetools/FortMMP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0018553,
author = {Olivier Capp{\'{e}} and
Eric Moulines and
Tobias Ryd{\'{e}}n},
title = {Inference in hidden Markov models},
series = {Springer series in statistics},
publisher = {Springer},
year = {2005},
isbn = {978-0-387-40264-2},
timestamp = {Mon, 15 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0018553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/CampedelM05,
author = {Marine Campedel and
Eric Moulines},
title = {Classification et s{\'{e}}lection de caract{\'{e}}ristiques
de textures. Utilisation d'algorithmes automatiques supervis{\'{e}}s
de s{\'{e}}lection d'attributs pour la classification d'images},
journal = {Rev. d'Intelligence Artif.},
volume = {19},
number = {4-5},
pages = {633--659},
year = {2005},
url = {https://doi.org/10.3166/ria.19.633-659},
doi = {10.3166/RIA.19.633-659},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ria/CampedelM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/AndrieuMP05,
author = {Christophe Andrieu and
Eric Moulines and
Pierre Priouret},
title = {Stability of Stochastic Approximation under Verifiable Conditions},
journal = {{SIAM} J. Control. Optim.},
volume = {44},
number = {1},
pages = {283--312},
year = {2005},
url = {https://doi.org/10.1137/S0363012902417267},
doi = {10.1137/S0363012902417267},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamco/AndrieuMP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/AndrieuMP05,
author = {Christophe Andrieu and
Eric Moulines and
Pierre Priouret},
title = {Stability of Stochastic Approximation under Verifiable Conditions},
booktitle = {44th {IEEE} {IEEE} Conference on Decision and Control and 8th European
Control Conference Control, {CDC/ECC} 2005, Seville, Spain, 12-15
December, 2005},
pages = {6656--6661},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CDC.2005.1583231},
doi = {10.1109/CDC.2005.1583231},
timestamp = {Fri, 04 Mar 2022 13:25:54 +0100},
biburl = {https://dblp.org/rec/conf/cdc/AndrieuMP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/CampedelM05,
author = {Marine Campedel and
Eric Moulines},
editor = {Fran{\c{c}}ois Denis},
title = {M{\'{e}}thodologie de s{\'{e}}lection de caract{\'{e}}ristiques
pour la classification d'images satellitaires},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {107--108},
publisher = {{PUG}},
year = {2005},
timestamp = {Wed, 29 Jun 2005 08:39:22 +0200},
biburl = {https://dblp.org/rec/conf/cfap/CampedelM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/CappeM05,
author = {Olivier Capp{\'{e}} and
Eric Moulines},
title = {On the use of particle filtering for maximum likelihood parameter
estimation},
booktitle = {13th European Signal Processing Conference, {EUSIPCO} 2005, Antalya,
Turkey, September 4-8, 2005},
pages = {1--4},
publisher = {{IEEE}},
year = {2005},
url = {https://ieeexplore.ieee.org/document/7078114/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/CappeM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HaykinHM05,
author = {Simon Haykin and
Alfred O. Hero III and
Eric Moulines},
title = {Modeling, identification, and control of large-scale dynamical systems},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {945--948},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416461},
doi = {10.1109/ICASSP.2005.1416461},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/HaykinHM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0507025,
author = {Randal Douc and
Olivier Capp{\'{e}} and
Eric Moulines},
title = {Comparison of Resampling Schemes for Particle Filtering},
journal = {CoRR},
volume = {abs/cs/0507025},
year = {2005},
url = {http://arxiv.org/abs/cs/0507025},
eprinttype = {arXiv},
eprint = {cs/0507025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0507025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/Cheung-Mon-ChanM04,
author = {Pascal Cheung{-}Mon{-}Chan and
Eric Moulines},
title = {Global Sampling for Sequential Filtering over Discrete State Space},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2004},
number = {15},
pages = {2242--2254},
year = {2004},
url = {https://doi.org/10.1155/S1110865704407173},
doi = {10.1155/S1110865704407173},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/Cheung-Mon-ChanM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LasaulceLM03,
author = {Samson Lasaulce and
Philippe Loubaton and
Eric Moulines},
title = {A semi-blind channel estimation technique based on second-order blind
method for {CDMA} systems},
journal = {{IEEE} Trans. Signal Process.},
volume = {51},
number = {7},
pages = {1894--1904},
year = {2003},
url = {https://doi.org/10.1109/TSP.2003.812742},
doi = {10.1109/TSP.2003.812742},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LasaulceLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/AbdiNJM02,
author = {Moussa Abdi and
Hassan El Nahas and
Alexandre Jard and
Eric Moulines},
title = {Semidefinite positive relaxation of the maximum-likelihood criterion
applied to multiuser detection in a {CDMA} context},
journal = {{IEEE} Signal Process. Lett.},
volume = {9},
number = {6},
pages = {165--167},
year = {2002},
url = {https://doi.org/10.1109/LSP.2002.800508},
doi = {10.1109/LSP.2002.800508},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/AbdiNJM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CappeMPPY02,
author = {Olivier Capp{\'{e}} and
Eric Moulines and
Jean{-}Christophe Pesquet and
Athina P. Petropulu and
Xueshi Yang},
title = {Long-range dependence and heavy-tail modeling for teletraffic data},
journal = {{IEEE} Signal Process. Mag.},
volume = {19},
number = {3},
pages = {14--27},
year = {2002},
url = {https://doi.org/10.1109/79.998079},
doi = {10.1109/79.998079},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/CappeMPPY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/Campedel-OudotCM01,
author = {Marine Campedel{-}Oudot and
Olivier Capp{\'{e}} and
Eric Moulines},
title = {Estimation of the spectral envelope of voiced sounds using a penalized
likelihood approach},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {9},
number = {5},
pages = {469--481},
year = {2001},
url = {https://doi.org/10.1109/89.928912},
doi = {10.1109/89.928912},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/Campedel-OudotCM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Perros-MeilhacMACD01,
author = {Lisa Perros{-}Meilhac and
Eric Moulines and
Karim Abed{-}Meraim and
Pascal Chevalier and
Pierre Duhamel},
title = {Blind identification of multipath channels: a parametric subspace
approach},
journal = {{IEEE} Trans. Signal Process.},
volume = {49},
number = {7},
pages = {1468--1480},
year = {2001},
url = {https://doi.org/10.1109/78.928700},
doi = {10.1109/78.928700},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Perros-MeilhacMACD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HurvichMS01,
author = {Clifford Hurvich and
Eric Moulines and
Philippe Soulier},
title = {An adaptive broadband estimator of the fractional differencing coefficient},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
Lake City, Utah, USA, Proceedings},
pages = {3417--3420},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICASSP.2001.940575},
doi = {10.1109/ICASSP.2001.940575},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/HurvichMS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/LasaulceLMB01,
author = {Samson Lasaulce and
Philippe Loubaton and
Eric Moulines and
Soodesh Buljore},
title = {Training-based channel estimation and de-noising for the {UMTS} {TDD}
mode},
booktitle = {Proceedings of the 54th {IEEE} Vehicular Technology Conference, {VTC}
Fall 2001, 7-11 October 2001, Atlantic City, New Jersey, {USA}},
pages = {1908--1911},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/VTC.2001.956533},
doi = {10.1109/VTC.2001.956533},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/vtc/LasaulceLMB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/AguechMP00,
author = {Rafik Aguech and
Eric Moulines and
Pierre Priouret},
title = {On a Perturbation Approach for the Analysis of Stochastic Tracking
Algorithms},
journal = {{SIAM} J. Control. Optim.},
volume = {39},
number = {3},
pages = {872--899},
year = {2000},
url = {https://doi.org/10.1137/S0363012998333852},
doi = {10.1137/S0363012998333852},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamco/AguechMP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BuchouxCMG00,
author = {Vincent Buchoux and
Olivier Capp{\'{e}} and
Eric Moulines and
Alexei Gorokhov},
title = {On the performance of semi-blind subspace-based channel estimation},
journal = {{IEEE} Trans. Signal Process.},
volume = {48},
number = {6},
pages = {1750--1759},
year = {2000},
url = {https://doi.org/10.1109/78.845932},
doi = {10.1109/78.845932},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BuchouxCMG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LoubatonM00,
author = {Philippe Loubaton and
Eric Moulines},
title = {On blind multiuser forward link channel estimation by the subspace
method: identifiability results},
journal = {{IEEE} Trans. Signal Process.},
volume = {48},
number = {8},
pages = {2366--2376},
year = {2000},
url = {https://doi.org/10.1109/78.852017},
doi = {10.1109/78.852017},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LoubatonM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CardosoM00,
author = {Jean{-}Fran{\c{c}}ois Cardoso and
Eric Moulines},
title = {In-variance of subspace based estimators},
journal = {{IEEE} Trans. Signal Process.},
volume = {48},
number = {9},
pages = {2495--2505},
year = {2000},
url = {https://doi.org/10.1109/78.863052},
doi = {10.1109/78.863052},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CardosoM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LasaulceLM00,
author = {Samson Lasaulce and
Philippe Loubaton and
Eric Moulines},
title = {Performance of a subspace based semi-blind technique in the {UMTS}
{TDD} mode context},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing.
{ICASSP} 2000, 5-9 June, 2000, Hilton Hotel and Convention Center,
Istanbul, Turkey},
pages = {2481--2484},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICASSP.2000.860940},
doi = {10.1109/ICASSP.2000.860940},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LasaulceLM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/Perros-MeilhacMCD99,
author = {Lisa Perros{-}Meilhac and
Eric Moulines and
Pascal Chevalier and
Pierre Duhamel},
title = {A parametric blind subspace identification: robustness issue},
journal = {{IEEE} Commun. Lett.},
volume = {3},
number = {11},
pages = {320--322},
year = {1999},
url = {https://doi.org/10.1109/4234.803469},
doi = {10.1109/4234.803469},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/Perros-MeilhacMCD99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/CappeDLM99,
author = {Olivier Capp{\'{e}} and
Arnaud Doucet and
Marc Lavielle and
Eric Moulines},
title = {Simulation-based methods for blind maximum-likelihood filter identification},
journal = {Signal Process.},
volume = {73},
number = {1-2},
pages = {3--25},
year = {1999},
url = {https://doi.org/10.1016/S0165-1684(98)00182-0},
doi = {10.1016/S0165-1684(98)00182-0},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/CappeDLM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LoubatonM99,
author = {Philippe Loubaton and
Eric Moulines},
title = {Application of blind second order statistics {MIMO} identification
methods to the blind {CDMA} forward link channel estimation},
booktitle = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
March 15-19, 1999},
pages = {2543--2546},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICASSP.1999.760649},
doi = {10.1109/ICASSP.1999.760649},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LoubatonM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Perros-MeilhacDCM99,
author = {Lisa Perros{-}Meilhac and
Pierre Duhamel and
Pascal Chevalier and
Eric Moulines},
title = {Blind knowledge based algorithms based on second order statistics},
booktitle = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
March 15-19, 1999},
pages = {2901--2904},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICASSP.1999.761369},
doi = {10.1109/ICASSP.1999.761369},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Perros-MeilhacDCM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adt/BuchouxPCM98,
author = {Vincent Buchoux and
Lisa Perros{-}Meilhac and
Olivier Capp{\'{e}} and
Eric Moulines},
title = {Blind and semi-blind equalization: methods and algorithms},
journal = {Ann. des T{\'{e}}l{\'{e}}communications},
volume = {53},
number = {11-12},
pages = {449--465},
year = {1998},
url = {https://doi.org/10.1007/BF02998591},
doi = {10.1007/BF02998591},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adt/BuchouxPCM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/CappeMJM98,
author = {Olivier Capp{\'{e}} and
Chafic Mokbel and
Denis Jouvet and
Eric Moulines},
title = {An algorithm for maximum likelihood estimation of hidden Markov models
with unknown state-tying},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {6},
number = {1},
pages = {61--70},
year = {1998},
url = {https://doi.org/10.1109/89.650312},
doi = {10.1109/89.650312},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/CappeMJM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/StylianouCM98,
author = {Yannis Stylianou and
Olivier Capp{\'{e}} and
Eric Moulines},
title = {Continuous probabilistic transform for voice conversion},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {6},
number = {2},
pages = {131--142},
year = {1998},
url = {https://doi.org/10.1109/89.661472},
doi = {10.1109/89.661472},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/StylianouCM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/broadband/VatonM98,
author = {Sandrine Vaton and
Eric Moulines},
editor = {Paul J. K{\"{u}}hn and
Roya Ulrich},
title = {A locally stationary semi-Markovian representation for ethernet {LAN}
traffic data},
booktitle = {Broadband Communications: The future of telecommunications, {IFIP}
{TC6/WG6.2} Fourth International Conference on Broadband Communications
{(BC} '98), April 1-3, 1998, Stuttgart, Germany},
series = {{IFIP} Conference Proceedings},
volume = {121},
pages = {525--537},
publisher = {Chapman {\&} Hall},
year = {1998},
url = {https://doi.org/10.1007/978-0-387-35378-4\_41},
doi = {10.1007/978-0-387-35378-4\_41},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/broadband/VatonM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compstat/CappeDMR98,
author = {Olivier Capp{\'{e}} and
Randal Douc and
Eric Moulines and
Christian P. Robert},
editor = {Roger Payne and
Peter Green},
title = {Bayesian Analysis of Overdispersed Count Data with Application to
Teletraffic Monitoring},
booktitle = {{COMPSTAT} 1998, Proceedings in Computational Statistics 13th Symposium
held in Bristol, Great Britain, 1998},
pages = {215--220},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/978-3-662-01131-7\_24},
doi = {10.1007/978-3-662-01131-7\_24},
timestamp = {Wed, 29 Apr 2020 19:28:37 +0200},
biburl = {https://dblp.org/rec/conf/compstat/CappeDMR98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compstat/FortMS98,
author = {Gersende Fort and
Eric Moulines and
Philippe Soulier},
editor = {Roger Payne and
Peter Green},
title = {On the Convergence of Iterated Random Maps with Applications to the
{MCEM} Algorithm},
booktitle = {{COMPSTAT} 1998, Proceedings in Computational Statistics 13th Symposium
held in Bristol, Great Britain, 1998},
pages = {317--322},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/978-3-662-01131-7\_41},
doi = {10.1007/978-3-662-01131-7\_41},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compstat/FortMS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FayMCB98,
author = {Gilles Fa{\"{y}} and
Eric Moulines and
Olivier Capp{\'{e}} and
Fr{\'{e}}d{\'{e}}ric Bimbot},
title = {Polynomial quasi-harmonic models for speech analysis and synthesis},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics,
Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA,
May 12-15, 1998},
pages = {865--868},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICASSP.1998.675402},
doi = {10.1109/ICASSP.1998.675402},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/FayMCB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoulinesPA98,
author = {Eric Moulines and
Pierre Priouret and
Rafik Aguech},
title = {On a perturbation approach for the analysis of stochastic tracking
algorithms},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics,
Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA,
May 12-15, 1998},
pages = {1681--1684},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICASSP.1998.681779},
doi = {10.1109/ICASSP.1998.681779},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MoulinesPA98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CappeBM98,
author = {Olivier Capp{\'{e}} and
Vincent Buchoux and
Eric Moulines},
title = {Quasi-Newton method for maximum likelihood estimation of hidden Markov
models},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics,
Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA,
May 12-15, 1998},
pages = {2265--2268},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICASSP.1998.681600},
doi = {10.1109/ICASSP.1998.681600},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CappeBM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/LavielleM97,
author = {Marc Lavielle and
Eric Moulines},
title = {A simulated annealing version of the {EM} algorithm for non-Gaussian
deconvolution},
journal = {Stat. Comput.},
volume = {7},
number = {4},
pages = {229--236},
year = {1997},
url = {https://doi.org/10.1023/A:1018594320699},
doi = {10.1023/A:1018594320699},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/LavielleM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/Abed-MeraimHLM97,
author = {Karim Abed{-}Meraim and
Yingbo Hua and
Philippe Loubaton and
{\'{E}}ric Moulines},
title = {Subspace method for blind identification of multichannel {FIR} systems
in noise field with unknown spatial covariance},
journal = {{IEEE} Signal Process. Lett.},
volume = {4},
number = {5},
pages = {135--137},
year = {1997},
url = {https://doi.org/10.1109/97.575557},
doi = {10.1109/97.575557},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/Abed-MeraimHLM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Abed-MeraimLM97,
author = {Karim Abed{-}Meraim and
Philippe Loubaton and
Eric Moulines},
title = {A subspace algorithm for certain blind identification problems},
journal = {{IEEE} Trans. Inf. Theory},
volume = {43},
number = {2},
pages = {499--511},
year = {1997},
url = {https://doi.org/10.1109/18.556108},
doi = {10.1109/18.556108},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Abed-MeraimLM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Abed-MeraimCGLM97,
author = {Karim Abed{-}Meraim and
Jean{-}Fran{\c{c}}ois Cardoso and
Alexei Y. Gorokhov and
Philippe Loubaton and
Eric Moulines},
title = {On subspace methods for blind identification of single-input multiple-output
{FIR} systems},
journal = {{IEEE} Trans. Signal Process.},
volume = {45},
number = {1},
pages = {42--55},
year = {1997},
url = {https://doi.org/10.1109/78.552204},
doi = {10.1109/78.552204},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Abed-MeraimCGLM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BelouchraniACM97,
author = {Adel Belouchrani and
Karim Abed{-}Meraim and
Jean{-}Fran{\c{c}}ois Cardoso and
Eric Moulines},
title = {A blind source separation technique using second-order statistics},
journal = {{IEEE} Trans. Signal Process.},
volume = {45},
number = {2},
pages = {434--444},
year = {1997},
url = {https://doi.org/10.1109/78.554307},
doi = {10.1109/78.554307},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BelouchraniACM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Abed-MeraimML97,
author = {Karim Abed{-}Meraim and
Eric Moulines and
Philippe Loubaton},
title = {Prediction error method for second-order blind identification},
journal = {{IEEE} Trans. Signal Process.},
volume = {45},
number = {3},
pages = {694--705},
year = {1997},
url = {https://doi.org/10.1109/78.558487},
doi = {10.1109/78.558487},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Abed-MeraimML97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoulinesCG97,
author = {Eric Moulines and
Jean{-}Fran{\c{c}}ois Cardoso and
Elisabeth Gassiat},
title = {Maximum likelihood for blind separation and deconvolution of noisy
signals using mixture models},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {3617--3620},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.604649},
doi = {10.1109/ICASSP.1997.604649},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MoulinesCG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OjedaCM97,
author = {Roxana Ojeda and
Jean{-}Fran{\c{c}}ois Cardoso and
Eric Moulines},
title = {Asymptotically invariant Gaussianity test for causal invertible time
series},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {3713--3716},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.604675},
doi = {10.1109/ICASSP.1997.604675},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/OjedaCM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/CappeM96,
author = {Olivier Capp{\'{e}} and
Eric Moulines},
title = {Regularization techniques for discrete cepstrum estimation},
journal = {{IEEE} Signal Process. Lett.},
volume = {3},
number = {4},
pages = {100--102},
year = {1996},
url = {https://doi.org/10.1109/97.489060},
doi = {10.1109/97.489060},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/CappeM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MoulinesC96,
author = {Eric Moulines and
Karim Choukri},
title = {Time-domain procedures for testing that a stationary time-series is
Gaussian},
journal = {{IEEE} Trans. Signal Process.},
volume = {44},
number = {8},
pages = {2010--2025},
year = {1996},
url = {https://doi.org/10.1109/78.533722},
doi = {10.1109/78.533722},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MoulinesC96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GorokhovLM96,
author = {Alexei Gorokhov and
Philippe Loubaton and
Eric Moulines},
title = {Second order blind equalization in multiple input multiple output
{FIR} systems: a weighted least squares approach},
booktitle = {1996 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing Conference Proceedings, {ICASSP} '96, Atlanta, Georgia,
USA, May 7-10, 1996},
pages = {2415--2418},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICASSP.1996.547950},
doi = {10.1109/ICASSP.1996.547950},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GorokhovLM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoulinesCGL96,
author = {Eric Moulines and
Jean{-}Fran{\c{c}}ois Cardoso and
Alexei Gorokhov and
Philippe Loubaton},
title = {Subspace methods for blind identification of {SIMO-FIR} systems},
booktitle = {1996 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing Conference Proceedings, {ICASSP} '96, Atlanta, Georgia,
USA, May 7-10, 1996},
pages = {2447--2450},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICASSP.1996.547958},
doi = {10.1109/ICASSP.1996.547958},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MoulinesCGL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/MoulinesS95,
author = {Eric Moulines and
Yoshinori Sagisaka},
title = {Editorial},
journal = {Speech Commun.},
volume = {16},
number = {2},
pages = {125--126},
year = {1995},
url = {https://doi.org/10.1016/0167-6393(95)90054-3},
doi = {10.1016/0167-6393(95)90054-3},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/speech/MoulinesS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/MoulinesL95,
author = {Eric Moulines and
Jean Laroche},
title = {Non-parametric techniques for pitch-scale and time-scale modification
of speech},
journal = {Speech Commun.},
volume = {16},
number = {2},
pages = {175--205},
year = {1995},
url = {https://doi.org/10.1016/0167-6393(94)00054-E},
doi = {10.1016/0167-6393(94)00054-E},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/speech/MoulinesL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MoulinesAG95,
author = {Eric Moulines and
Omar Ait Amrane and
Yves Grenier},
title = {The generalized multidelay adaptive filter: structure and convergence
analysis},
journal = {{IEEE} Trans. Signal Process.},
volume = {43},
number = {1},
pages = {14--28},
year = {1995},
url = {https://doi.org/10.1109/78.365282},
doi = {10.1109/78.365282},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MoulinesAG95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CardosoM95,
author = {Jean{-}Fran{\c{c}}ois Cardoso and
Eric Moulines},
title = {Asymptotic performance analysis of direction-finding algorithms based
on fourth-order cumulants},
journal = {{IEEE} Trans. Signal Process.},
volume = {43},
number = {1},
pages = {214--224},
year = {1995},
url = {https://doi.org/10.1109/78.365301},
doi = {10.1109/78.365301},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CardosoM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MoulinesDCM95,
author = {Eric Moulines and
Pierre Duhamel and
Jean{-}Fran{\c{c}}ois Cardoso and
Sylvie Mayrargue},
title = {Subspace methods for the blind identification of multichannel {FIR}
filters},
journal = {{IEEE} Trans. Signal Process.},
volume = {43},
number = {2},
pages = {516--525},
year = {1995},
url = {https://doi.org/10.1109/78.348133},
doi = {10.1109/78.348133},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MoulinesDCM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Abed-MeraimDGLMMS95,
author = {Karim Abed{-}Meraim and
Pierre Duhamel and
David Gesbert and
Philippe Loubaton and
Sylvie Mayrargue and
Eric Moulines and
Dirk T. M. Slock},
title = {Prediction error methods for time-domain blind identification of multichannel
{FIR} filters},
booktitle = {1995 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '95, Detroit, Michigan, USA, May 08-12, 1995},
pages = {1968--1971},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/ICASSP.1995.480659},
doi = {10.1109/ICASSP.1995.480659},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Abed-MeraimDGLMMS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/StylianouCM95,
author = {Yannis Stylianou and
Olivier Capp{\'{e}} and
Eric Moulines},
title = {Statistical methods for voice quality transformation},
booktitle = {Fourth European Conference on Speech Communication and Technology,
{EUROSPEECH} 1995, Madrid, Spain, September 18-21, 1995},
pages = {447--450},
publisher = {{ISCA}},
year = {1995},
url = {https://doi.org/10.21437/Eurospeech.1995-121},
doi = {10.21437/EUROSPEECH.1995-121},
timestamp = {Sat, 01 Jul 2023 23:51:24 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/StylianouCM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/StylianouLM95,
author = {Yannis Stylianou and
Jean Laroche and
Eric Moulines},
title = {High-quality speech modification based on a harmonic + noise model},
booktitle = {Fourth European Conference on Speech Communication and Technology,
{EUROSPEECH} 1995, Madrid, Spain, September 18-21, 1995},
pages = {451--454},
publisher = {{ISCA}},
year = {1995},
url = {https://doi.org/10.21437/Eurospeech.1995-122},
doi = {10.21437/EUROSPEECH.1995-122},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/StylianouLM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CardosoM94,
author = {Jean{-}Fran{\c{c}}ois Cardoso and
Eric Moulines},
title = {A robustness property of {DOA} estimators based on covariance},
journal = {{IEEE} Trans. Signal Process.},
volume = {42},
number = {11},
pages = {3285--3287},
year = {1994},
url = {https://doi.org/10.1109/78.330400},
doi = {10.1109/78.330400},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CardosoM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Abed-MeraimBCM94,
author = {Karim Abed{-}Meraim and
Adel Belouchrani and
Jean{-}Fran{\c{c}}ois Cardoso and
Eric Moulines},
title = {Asymptotic performance of second order blind separation},
booktitle = {Proceedings of {ICASSP} '94: {IEEE} International Conference on Acoustics,
Speech and Signal Processing, Adelaide, South Australia, Australia,
April 19-22, 1994},
pages = {277--280},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICASSP.1994.389821},
doi = {10.1109/ICASSP.1994.389821},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Abed-MeraimBCM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoulinesDCM94,
author = {Eric Moulines and
Pierre Duhamel and
Jean{-}Fran{\c{c}}ois Cardoso and
Sylvie Mayrargue},
title = {Subspace methods for the blind identification of multichannel {FIR}
filters},
booktitle = {Proceedings of {ICASSP} '94: {IEEE} International Conference on Acoustics,
Speech and Signal Processing, Adelaide, South Australia, Australia,
April 19-22, 1994},
pages = {573--576},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICASSP.1994.389752},
doi = {10.1109/ICASSP.1994.389752},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MoulinesDCM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CardosoM93,
author = {Jean{-}Fran{\c{c}}ois Cardoso and
Eric Moulines},
title = {Minimum constrast estimation with applications to array processing},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '93, Minneapolis, Minnesota, USA, April 27-30, 1993},
pages = {384--387},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.ieeecomputersociety.org/10.1109/ICASSP.1993.319675},
doi = {10.1109/ICASSP.1993.319675},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/CardosoM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LarocheSM93,
author = {Jean Laroche and
Yannis Stylianou and
Eric Moulines},
title = {{HNS:} Speech modification based on a harmonic+noise model},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '93, Minneapolis, Minnesota, USA, April 27-30, 1993},
pages = {550--553},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.ieeecomputersociety.org/10.1109/ICASSP.1993.319365},
doi = {10.1109/ICASSP.1993.319365},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LarocheSM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/ValbretMT92,
author = {H{\'{e}}l{\`{e}}ne Valbret and
Eric Moulines and
Jean{-}Pierre Tubach},
title = {Voice transformation using {PSOLA} technique},
journal = {Speech Commun.},
volume = {11},
number = {2-3},
pages = {175--187},
year = {1992},
url = {https://doi.org/10.1016/0167-6393(92)90012-V},
doi = {10.1016/0167-6393(92)90012-V},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/speech/ValbretMT92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AmraneMCG92,
author = {Omar Ait Amrane and
Eric Moulines and
Maurice Charbit and
Yves Grenier},
title = {Low-delay frequency domain {LMS} algorithm},
booktitle = {1992 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '92, San Francisco, California, USA, March 23-26,
1992},
pages = {9--12},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ICASSP.1992.226424},
doi = {10.1109/ICASSP.1992.226424},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AmraneMCG92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ValbretMT92,
author = {H{\'{e}}l{\`{e}}ne Valbret and
{\'{E}}ric Moulines and
Jean{-}Pierre Tubach},
title = {Voice transformation using {PSOLA} technique},
booktitle = {1992 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '92, San Francisco, California, USA, March 23-26,
1992},
pages = {145--148},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ICASSP.1992.225951},
doi = {10.1109/ICASSP.1992.225951},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ValbretMT92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoulinesC92,
author = {Eric Moulines and
Jean{-}Fran{\c{c}}ois Cardoso},
title = {Direction finding algorithms using fourth order statistics: asymptotic
performance analysis},
booktitle = {1992 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '92, San Francisco, California, USA, March 23-26,
1992},
pages = {437--440},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ICASSP.1992.226026},
doi = {10.1109/ICASSP.1992.226026},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MoulinesC92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ValbretMT91,
author = {H{\'{e}}l{\`{e}}ne Valbret and
Eric Moulines and
Jean{-}Pierre Tubach},
title = {Voice tranformation using {PSOLA} technique},
booktitle = {Second European Conference on Speech Communication and Technology,
{EUROSPEECH} 1991, Genova, Italy, September 24-26, 1991},
pages = {345--348},
publisher = {{ISCA}},
year = {1991},
url = {https://doi.org/10.21437/Eurospeech.1991-92},
doi = {10.21437/EUROSPEECH.1991-92},
timestamp = {Sun, 02 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ValbretMT91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/MoulinesF90,
author = {Eric Moulines and
Renaud J. Di Francesco},
title = {Detection of the glottal closure by jumps in the statistical properties
of the speech signal},
journal = {Speech Commun.},
volume = {9},
number = {5-6},
pages = {401--418},
year = {1990},
url = {https://doi.org/10.1016/0167-6393(90)90017-4},
doi = {10.1016/0167-6393(90)90017-4},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/speech/MoulinesF90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/speech/MoulinesC90,
author = {Eric Moulines and
Francis Charpentier},
title = {Pitch-synchronous waveform processing techniques for text-to-speech
synthesis using diphones},
journal = {Speech Commun.},
volume = {9},
number = {5-6},
pages = {453--467},
year = {1990},
url = {https://doi.org/10.1016/0167-6393(90)90021-Z},
doi = {10.1016/0167-6393(90)90021-Z},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/speech/MoulinesC90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoulinesELSFMCS90,
author = {Eric Moulines and
Fran{\c{c}}oise Emerard and
Danielle Larreur and
J. L. Le Saint{-}Milon and
L. Le Faucheur and
F. Marty and
Francis Charpentier and
Christel Sorin},
title = {A real-time French text-to-speech system generating high-quality synthetic
speech},
booktitle = {1990 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '90, Albuquerque, New Mexico, USA, April 3-6, 1990},
pages = {309--312},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/ICASSP.1990.115650},
doi = {10.1109/ICASSP.1990.115650},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MoulinesELSFMCS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HamonMC89,
author = {Christian Hamon and
Eric Moulines and
Francis Charpentier},
title = {A diphone synthesis system based on time-domain prosodic modifications
of speech},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '89, Glasgow, Scotland, May 23-26, 1989},
pages = {238--241},
publisher = {{IEEE}},
year = {1989},
url = {https://doi.org/10.1109/ICASSP.1989.266409},
doi = {10.1109/ICASSP.1989.266409},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HamonMC89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CharpentierM89,
author = {Francis Charpentier and
Eric Moulines},
title = {Pitch-synchronous waveform processing techniques for text-to-speech
synthesis using diphones},
booktitle = {First European Conference on Speech Communication and Technology,
{EUROSPEECH} 1989, Paris, France, September 27-29, 1989},
pages = {2013--2019},
publisher = {{ISCA}},
year = {1989},
url = {https://doi.org/10.21437/Eurospeech.1989-172},
doi = {10.21437/EUROSPEECH.1989-172},
timestamp = {Sun, 02 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CharpentierM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/FrancescoM89,
author = {Renaud J. Di Francesco and
Eric Moulines},
title = {Detection of the glottal closure by jumps in the statistical properties
of the signal},
booktitle = {First European Conference on Speech Communication and Technology,
{EUROSPEECH} 1989, Paris, France, September 27-29, 1989},
pages = {2039--2042},
publisher = {{ISCA}},
year = {1989},
url = {https://doi.org/10.21437/Eurospeech.1989-185},
doi = {10.21437/EUROSPEECH.1989-185},
timestamp = {Sun, 02 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/FrancescoM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CharpentierM88,
author = {Francis Charpentier and
Eric Moulines},
title = {Text-to-speech algorithms based on {FFT} synthesis},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '88, New York, New York, USA, April 11-14, 1988},
pages = {667--670},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICASSP.1988.196674},
doi = {10.1109/ICASSP.1988.196674},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CharpentierM88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SorinDBEFLSMP87,
author = {Christel Sorin and
Raymond Descout and
Christian Beno{\^{\i}}t and
Fran{\c{c}}oise Emerard and
C. Fluhr and
Danielle Larreur and
J. L. Le Saint{-}Milon and
Eric Moulines and
R. Peron},
title = {Text-to-speech synthesis in the French electronic mail environment},
booktitle = {European Conference on Speech Technology, {ECST} 1987, Edinburgh,
Scotland, UK, September 1987},
pages = {2260--2263},
publisher = {{ISCA}},
year = {1987},
url = {https://www.isca-speech.org/archive/ecst\_1987/sorin87\_ecst.html},
timestamp = {Sun, 02 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/SorinDBEFLSMP87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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