BibTeX records: Pierre Alquier

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@article{DBLP:journals/ftml/Alquier24,
  author       = {Pierre Alquier},
  title        = {User-friendly Introduction to PAC-Bayes Bounds},
  journal      = {Found. Trends Mach. Learn.},
  volume       = {17},
  number       = {2},
  pages        = {174--303},
  year         = {2024},
  url          = {https://doi.org/10.1561/2200000100},
  doi          = {10.1561/2200000100},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ftml/Alquier24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SakhiAC23,
  author       = {Otmane Sakhi and
                  Pierre Alquier and
                  Nicolas Chopin},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {PAC-Bayesian Offline Contextual Bandits With Guarantees},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {29777--29799},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/sakhi23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SakhiAC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11709,
  author       = {Charles Riou and
                  Pierre Alquier and
                  Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif},
  title        = {Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates
                  in Meta-Learning with PAC-Bayes},
  journal      = {CoRR},
  volume       = {abs/2302.11709},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.11709},
  doi          = {10.48550/ARXIV.2302.11709},
  eprinttype    = {arXiv},
  eprint       = {2302.11709},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-11709.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06672,
  author       = {Geoffrey Wolfer and
                  Pierre Alquier},
  title        = {Variance-Aware Estimation of Kernel Mean Embedding},
  journal      = {CoRR},
  volume       = {abs/2210.06672},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.06672},
  doi          = {10.48550/ARXIV.2210.06672},
  eprinttype    = {arXiv},
  eprint       = {2210.06672},
  timestamp    = {Wed, 19 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-06672.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13132,
  author       = {Otmane Sakhi and
                  Nicolas Chopin and
                  Pierre Alquier},
  title        = {PAC-Bayesian Offline Contextual Bandits With Guarantees},
  journal      = {CoRR},
  volume       = {abs/2210.13132},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.13132},
  doi          = {10.48550/ARXIV.2210.13132},
  eprinttype    = {arXiv},
  eprint       = {2210.13132},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-13132.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/CarelA21,
  author       = {L{\'{e}}na Carel and
                  Pierre Alquier},
  title        = {Simultaneous dimension reduction and clustering via the {NMF-EM} algorithm},
  journal      = {Adv. Data Anal. Classif.},
  volume       = {15},
  number       = {1},
  pages        = {231--260},
  year         = {2021},
  url          = {https://doi.org/10.1007/s11634-020-00398-4},
  doi          = {10.1007/S11634-020-00398-4},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/adac/CarelA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/MeunierA21,
  author       = {Dimitri Meunier and
                  Pierre Alquier},
  title        = {Meta-Strategy for Learning Tuning Parameters with Guarantees},
  journal      = {Entropy},
  volume       = {23},
  number       = {10},
  pages        = {1257},
  year         = {2021},
  url          = {https://doi.org/10.3390/e23101257},
  doi          = {10.3390/E23101257},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/MeunierA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DoanBMRA21,
  author       = {Thang Doan and
                  Mehdi Abbana Bennani and
                  Bogdan Mazoure and
                  Guillaume Rabusseau and
                  Pierre Alquier},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {A Theoretical Analysis of Catastrophic Forgetting through the {NTK}
                  Overlap Matrix},
  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        = {1072--1080},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/doan21a.html},
  timestamp    = {Wed, 14 Apr 2021 16:51:37 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DoanBMRA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Alquier21,
  author       = {Pierre Alquier},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Non-Exponentially Weighted Aggregation: Regret Bounds for Unbounded
                  Loss Functions},
  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        = {207--218},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/alquier21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/Alquier21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02504,
  author       = {Dimitri Meunier and
                  Pierre Alquier},
  title        = {Meta-strategy for Learning Tuning Parameters with Guarantees},
  journal      = {CoRR},
  volume       = {abs/2102.02504},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.02504},
  eprinttype    = {arXiv},
  eprint       = {2102.02504},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-02504.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11216,
  author       = {Pierre Alquier},
  title        = {User-friendly introduction to PAC-Bayes bounds},
  journal      = {CoRR},
  volume       = {abs/2110.11216},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.11216},
  eprinttype    = {arXiv},
  eprint       = {2110.11216},
  timestamp    = {Fri, 29 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-11216.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/Alquier20,
  author       = {Pierre Alquier},
  title        = {Approximate Bayesian Inference},
  journal      = {Entropy},
  volume       = {22},
  number       = {11},
  pages        = {1272},
  year         = {2020},
  url          = {https://doi.org/10.3390/e22111272},
  doi          = {10.3390/E22111272},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/Alquier20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/AlquierBDG20,
  author       = {Pierre Alquier and
                  Karine Bertin and
                  Paul Doukhan and
                  R{\'{e}}my Garnier},
  title        = {High-dimensional {VAR} with low-rank transition},
  journal      = {Stat. Comput.},
  volume       = {30},
  number       = {4},
  pages        = {1139--1153},
  year         = {2020},
  url          = {https://doi.org/10.1007/s11222-020-09929-7},
  doi          = {10.1007/S11222-020-09929-7},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sac/AlquierBDG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-03017,
  author       = {Pierre Alquier},
  title        = {Non-exponentially weighted aggregation: regret bounds for unbounded
                  loss functions},
  journal      = {CoRR},
  volume       = {abs/2009.03017},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.03017},
  eprinttype    = {arXiv},
  eprint       = {2009.03017},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-03017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04003,
  author       = {Thang Doan and
                  Mehdi Abbana Bennani and
                  Bogdan Mazoure and
                  Guillaume Rabusseau and
                  Pierre Alquier},
  title        = {A Theoretical Analysis of Catastrophic Forgetting through the {NTK}
                  Overlap Matrix},
  journal      = {CoRR},
  volume       = {abs/2010.04003},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.04003},
  eprinttype    = {arXiv},
  eprint       = {2010.04003},
  timestamp    = {Wed, 14 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-04003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/MaireFA19,
  author       = {Florian Maire and
                  Nial Friel and
                  Pierre Alquier},
  title        = {Informed sub-sampling {MCMC:} approximate Bayesian inference for large
                  datasets},
  journal      = {Stat. Comput.},
  volume       = {29},
  number       = {3},
  pages        = {449--482},
  year         = {2019},
  url          = {https://doi.org/10.1007/s11222-018-9817-3},
  doi          = {10.1007/S11222-018-9817-3},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/MaireFA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aabi/Cherief-Abdellatif19,
  author       = {Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif and
                  Pierre Alquier},
  editor       = {Cheng Zhang and
                  Francisco J. R. Ruiz and
                  Thang D. Bui and
                  Adji Bousso Dieng and
                  Dawen Liang},
  title        = {MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy},
  booktitle    = {Symposium on Advances in Approximate Bayesian Inference, {AABI} 2019,
                  Vancouver, BC, Canada, December 8, 2019},
  series       = {Proceedings of Machine Learning Research},
  volume       = {118},
  pages        = {1--21},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v118/cherief-abdellatif20a.html},
  timestamp    = {Thu, 18 Jun 2020 12:36:38 +0200},
  biburl       = {https://dblp.org/rec/conf/aabi/Cherief-Abdellatif19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Cherief-Abdellatif19,
  author       = {Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif and
                  Pierre Alquier and
                  Mohammad Emtiyaz Khan},
  editor       = {Wee Sun Lee and
                  Taiji Suzuki},
  title        = {A Generalization Bound for Online Variational Inference},
  booktitle    = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
                  2019, 17-19 November 2019, Nagoya, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {101},
  pages        = {662--677},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v101/cherief-abdellatif19a.html},
  timestamp    = {Mon, 18 Nov 2019 16:57:55 +0100},
  biburl       = {https://dblp.org/rec/conf/acml/Cherief-Abdellatif19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03920,
  author       = {Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif and
                  Pierre Alquier and
                  Mohammad Emtiyaz Khan},
  title        = {A Generalization Bound for Online Variational Inference},
  journal      = {CoRR},
  volume       = {abs/1904.03920},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.03920},
  eprinttype    = {arXiv},
  eprint       = {1904.03920},
  timestamp    = {Fri, 26 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-03920.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13339,
  author       = {Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif and
                  Pierre Alquier},
  title        = {MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy},
  journal      = {CoRR},
  volume       = {abs/1909.13339},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.13339},
  eprinttype    = {arXiv},
  eprint       = {1909.13339},
  timestamp    = {Wed, 02 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-13339.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05737,
  author       = {Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif and
                  Pierre Alquier},
  title        = {Finite sample properties of parametric {MMD} estimation: robustness
                  to misspecification and dependence},
  journal      = {CoRR},
  volume       = {abs/1912.05737},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.05737},
  eprinttype    = {arXiv},
  eprint       = {1912.05737},
  timestamp    = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-05737.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CottetA18,
  author       = {Vincent Cottet and
                  Pierre Alquier},
  title        = {1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation},
  journal      = {Mach. Learn.},
  volume       = {107},
  number       = {3},
  pages        = {579--603},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10994-017-5667-z},
  doi          = {10.1007/S10994-017-5667-Z},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/CottetA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/AlquierG18,
  author       = {Pierre Alquier and
                  Benjamin Guedj},
  title        = {Simpler PAC-Bayesian bounds for hostile data},
  journal      = {Mach. Learn.},
  volume       = {107},
  number       = {5},
  pages        = {887--902},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10994-017-5690-0},
  doi          = {10.1007/S10994-017-5690-0},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/AlquierG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08811,
  author       = {Pierre Alquier and
                  Paul Doukhan and
                  Xiequan Fan},
  title        = {Exponential inequalities for nonstationary Markov Chains},
  journal      = {CoRR},
  volume       = {abs/1808.08811},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.08811},
  eprinttype    = {arXiv},
  eprint       = {1808.08811},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-08811.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AlquierMP17,
  author       = {Pierre Alquier and
                  The Tien Mai and
                  Massimiliano Pontil},
  editor       = {Aarti Singh and
                  Xiaojin (Jerry) Zhu},
  title        = {Regret Bounds for Lifelong Learning},
  booktitle    = {Proceedings of the 20th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
                  FL, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {54},
  pages        = {261--269},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v54/alquier17a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/AlquierMP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CarelA17,
  author       = {L{\'{e}}na Carel and
                  Pierre Alquier},
  title        = {Non-negative matrix factorization as a pre-processing tool for travelers
                  temporal profiles clustering},
  booktitle    = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
                  Bruges, Belgium, April 26-28, 2017},
  year         = {2017},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-22.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/CarelA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlquierR17,
  author       = {Pierre Alquier and
                  James Ridgway},
  title        = {Concentration of tempered posteriors and of their variational approximations},
  journal      = {CoRR},
  volume       = {abs/1706.09293},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.09293},
  eprinttype    = {arXiv},
  eprint       = {1706.09293},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AlquierR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlquierRC16,
  author       = {Pierre Alquier and
                  James Ridgway and
                  Nicolas Chopin},
  title        = {On the properties of variational approximations of Gibbs posteriors},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {239:1--239:41},
  year         = {2016},
  url          = {http://jmlr.org/papers/v17/15-290.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AlquierRC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/AlquierFEB16,
  author       = {Pierre Alquier and
                  Nial Friel and
                  Richard G. Everitt and
                  Aidan Boland},
  title        = {Noisy Monte Carlo: convergence of Markov chains with approximate transition
                  kernels},
  journal      = {Stat. Comput.},
  volume       = {26},
  number       = {1-2},
  pages        = {29--47},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11222-014-9521-x},
  doi          = {10.1007/S11222-014-9521-X},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/AlquierFEB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlquierMP16,
  author       = {Pierre Alquier and
                  The Tien Mai and
                  Massimiliano Pontil},
  title        = {Regret Bounds for Lifelong Learning},
  journal      = {CoRR},
  volume       = {abs/1610.08628},
  year         = {2016},
  url          = {http://arxiv.org/abs/1610.08628},
  eprinttype    = {arXiv},
  eprint       = {1610.08628},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AlquierMP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RidgwayACL14,
  author       = {James Ridgway and
                  Pierre Alquier and
                  Nicolas Chopin and
                  Feng Liang},
  editor       = {Zoubin Ghahramani and
                  Max Welling and
                  Corinna Cortes and
                  Neil D. Lawrence and
                  Kilian Q. Weinberger},
  title        = {PAC-Bayesian {AUC} classification and scoring},
  booktitle    = {Advances in Neural Information Processing Systems 27: Annual Conference
                  on Neural Information Processing Systems 2014, December 8-13 2014,
                  Montreal, Quebec, Canada},
  pages        = {658--666},
  year         = {2014},
  url          = {https://proceedings.neurips.cc/paper/2014/hash/7fe1f8abaad094e0b5cb1b01d712f708-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/RidgwayACL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlquierB13,
  author       = {Pierre Alquier and
                  G{\'{e}}rard Biau},
  title        = {Sparse single-index model},
  journal      = {J. Mach. Learn. Res.},
  volume       = {14},
  number       = {1},
  pages        = {243--280},
  year         = {2013},
  url          = {https://dl.acm.org/doi/10.5555/2567709.2502589},
  doi          = {10.5555/2567709.2502589},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AlquierB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Alquier13,
  author       = {Pierre Alquier},
  editor       = {Sanjay Jain and
                  R{\'{e}}mi Munos and
                  Frank Stephan and
                  Thomas Zeugmann},
  title        = {Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and
                  Theoretical Study},
  booktitle    = {Algorithmic Learning Theory - 24th International Conference, {ALT}
                  2013, Singapore, October 6-9, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8139},
  pages        = {309--323},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40935-6\_22},
  doi          = {10.1007/978-3-642-40935-6\_22},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/alt/Alquier13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/AlquierL12,
  author       = {Pierre Alquier and
                  Xiaoyin Li},
  editor       = {Jean{-}Gabriel Ganascia and
                  Philippe Lenca and
                  Jean{-}Marc Petit},
  title        = {Prediction of Quantiles by Statistical Learning and Application to
                  {GDP} Forecasting},
  booktitle    = {Discovery Science - 15th International Conference, {DS} 2012, Lyon,
                  France, October 29-31, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7569},
  pages        = {22--36},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33492-4\_5},
  doi          = {10.1007/978-3-642-33492-4\_5},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/AlquierL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Alquier10,
  author       = {Pierre Alquier},
  editor       = {Marcus Hutter and
                  Frank Stephan and
                  Vladimir Vovk and
                  Thomas Zeugmann},
  title        = {An Algorithm for Iterative Selection of Blocks of Features},
  booktitle    = {Algorithmic Learning Theory, 21st International Conference, {ALT}
                  2010, Canberra, Australia, October 6-8, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6331},
  pages        = {35--49},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16108-7\_7},
  doi          = {10.1007/978-3-642-16108-7\_7},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/alt/Alquier10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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