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ORCIDBibTeX records: Martin Jaggi
@inproceedings{DBLP:conf/aaai/KossonFJ24,
author = {Atli Kosson and
Dongyang Fan and
Martin Jaggi},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Ghost Noise for Regularizing Deep Neural Networks},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {13274--13282},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29228},
doi = {10.1609/AAAI.V38I12.29228},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KossonFJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02622,
author = {Matteo Pagliardini and
Amirkeivan Mohtashami and
Fran{\c{c}}ois Fleuret and
Martin Jaggi},
title = {DenseFormer: Enhancing Information Flow in Transformers via Depth
Weighted Averaging},
journal = {CoRR},
volume = {abs/2402.02622},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02622},
doi = {10.48550/ARXIV.2402.02622},
eprinttype = {arXiv},
eprint = {2402.02622},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02933,
author = {Vinitra Swamy and
Julian Blackwell and
Jibril Frej and
Martin Jaggi and
Tanja K{\"{a}}ser},
title = {InterpretCC: Conditional Computation for Inherently Interpretable
Neural Networks},
journal = {CoRR},
volume = {abs/2402.02933},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02933},
doi = {10.48550/ARXIV.2402.02933},
eprinttype = {arXiv},
eprint = {2402.02933},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04161,
author = {Ashok Vardhan Makkuva and
Marco Bondaschi and
Adway Girish and
Alliot Nagle and
Martin Jaggi and
Hyeji Kim and
Michael Gastpar},
title = {Attention with Markov: {A} Framework for Principled Analysis of Transformers
via Markov Chains},
journal = {CoRR},
volume = {abs/2402.04161},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04161},
doi = {10.48550/ARXIV.2402.04161},
eprinttype = {arXiv},
eprint = {2402.04161},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13089,
author = {Dongyang Fan and
Bettina Messmer and
Martin Jaggi},
title = {Towards an empirical understanding of MoE design choices},
journal = {CoRR},
volume = {abs/2402.13089},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13089},
doi = {10.48550/ARXIV.2402.13089},
eprinttype = {arXiv},
eprint = {2402.13089},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/HeitmannGDDSGBCPMCRSLJGHHFBBHBB23,
author = {Julien Heitmann and
Alban Glangetas and
Jonathan Doenz and
Juliane Dervaux and
Deeksha M. Shama and
Daniel Hinjos Garcia and
Mohamed Rida Benissa and
Aymeric Cantais and
Alexandre Perez and
Daniel M{\"{u}}ller and
Tatjana Chavdarova and
Isabelle Ruchonnet{-}Metrailler and
Johan N. Siebert and
Laurence Lacroix and
Martin Jaggi and
Alain Gervaix and
Mary{-}Anne Hartley and
Florence Hugon and
Derrick Fassbind and
Makura Barro and
Georges Bediang and
N. E. L. Hafidi and
M. Bouskraoui and
Idrissa Ba},
title = {DeepBreath - automated detection of respiratory pathology from lung
auscultation in 572 pediatric outpatients across 5 countries},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00838-3},
doi = {10.1038/S41746-023-00838-3},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/HeitmannGDDSGBCPMCRSLJGHHFBBHBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BlinovaZJEB23,
author = {Sofia Blinova and
Xinyu Zhou and
Martin Jaggi and
Carsten Eickhoff and
Seyed Ali Bahrainian},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{SIMSUM:} Document-level Text Simplification via Simultaneous Summarization},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {9927--9944},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.552},
doi = {10.18653/V1/2023.ACL-LONG.552},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BlinovaZJEB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/VladareanDJF23,
author = {Maria{-}Luiza Vladarean and
Nikita Doikov and
Martin Jaggi and
Nicolas Flammarion},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Linearization Algorithms for Fully Composite Optimization},
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 = {3669--3695},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/vladarean23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/VladareanDJF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PagliardiniJFK23,
author = {Matteo Pagliardini and
Martin Jaggi and
Fran{\c{c}}ois Fleuret and
Sai Praneeth Karimireddy},
title = {Agree to Disagree: Diversity through Disagreement for Better Transferability},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=K7CbYQbyYhY},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PagliardiniJFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DoikovCJ23,
author = {Nikita Doikov and
El Mahdi Chayti and
Martin Jaggi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Second-Order Optimization with Lazy Hessians},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {8138--8161},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/doikov23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/DoikovCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MohtashamiJS23,
author = {Amirkeivan Mohtashami and
Martin Jaggi and
Sebastian U. Stich},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Special Properties of Gradient Descent with Large Learning Rates},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {25082--25104},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/mohtashami23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MohtashamiJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FanMJ23,
author = {Dongyang Fan and
Celestine Mendler{-}D{\"{u}}nner and
Martin Jaggi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Collaborative Learning via Prediction Consensus},
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/065e259a1d2d955e63b99aac6a3a3081-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FanMJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KossonJ23,
author = {Atli Kosson and
Martin Jaggi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Multiplication-Free Transformer Training via Piecewise Affine Operations},
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/19df21cd4931bd0caaa4d8480e9a59cd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KossonJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MohtashamiJ23,
author = {Amirkeivan Mohtashami and
Martin Jaggi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Random-Access Infinite Context Length for Transformers},
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/ab05dc8bf36a9f66edbff6992ec86f56-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MohtashamiJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PagliardiniPJF23,
author = {Matteo Pagliardini and
Daniele Paliotta and
Martin Jaggi and
Fran{\c{c}}ois Fleuret},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention},
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/bc222e8153a49c1b30a1b8ba96b35117-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PagliardiniPJF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SwamySFBVJKH23,
author = {Vinitra Swamy and
Malika Satayeva and
Jibril Frej and
Thierry Bossy and
Thijs Vogels and
Martin Jaggi and
Tanja K{\"{a}}ser and
Mary{-}Anne Hartley},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {MultiMoDN - Multimodal, Multi-Task, Interpretable Modular Networks},
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/5951641ad71b0052cf776f9b71f18932-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SwamySFBVJKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02151,
author = {Thijs Vogels and
Hadrien Hendrikx and
Martin Jaggi},
title = {Beyond spectral gap (extended): The role of the topology in decentralized
learning},
journal = {CoRR},
volume = {abs/2301.02151},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02151},
doi = {10.48550/ARXIV.2301.02151},
eprinttype = {arXiv},
eprint = {2301.02151},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11962,
author = {El Mahdi Chayti and
Nikita Doikov and
Martin Jaggi},
title = {Unified Convergence Theory of Stochastic and Variance-Reduced Cubic
Newton Methods},
journal = {CoRR},
volume = {abs/2302.11962},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11962},
doi = {10.48550/ARXIV.2302.11962},
eprinttype = {arXiv},
eprint = {2302.11962},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12808,
author = {Maria{-}Luiza Vladarean and
Nikita Doikov and
Martin Jaggi and
Nicolas Flammarion},
title = {Linearization Algorithms for Fully Composite Optimization},
journal = {CoRR},
volume = {abs/2302.12808},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12808},
doi = {10.48550/ARXIV.2302.12808},
eprinttype = {arXiv},
eprint = {2302.12808},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16300,
author = {Amirkeivan Mohtashami and
Martin Jaggi},
title = {Landmark Attention: Random-Access Infinite Context Length for Transformers},
journal = {CoRR},
volume = {abs/2305.16300},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16300},
doi = {10.48550/ARXIV.2305.16300},
eprinttype = {arXiv},
eprint = {2305.16300},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17190,
author = {Atli Kosson and
Martin Jaggi},
title = {Hardware-Efficient Transformer Training via Piecewise Affine Operations},
journal = {CoRR},
volume = {abs/2305.17190},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17190},
doi = {10.48550/ARXIV.2305.17190},
eprinttype = {arXiv},
eprint = {2305.17190},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17205,
author = {Atli Kosson and
Dongyang Fan and
Martin Jaggi},
title = {Ghost Noise for Regularizing Deep Neural Networks},
journal = {CoRR},
volume = {abs/2305.17205},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17205},
doi = {10.48550/ARXIV.2305.17205},
eprinttype = {arXiv},
eprint = {2305.17205},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17212,
author = {Atli Kosson and
Bettina Messmer and
Martin Jaggi},
title = {Rotational Optimizers: Simple {\&} Robust {DNN} Training},
journal = {CoRR},
volume = {abs/2305.17212},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17212},
doi = {10.48550/ARXIV.2305.17212},
eprinttype = {arXiv},
eprint = {2305.17212},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18497,
author = {Dongyang Fan and
Celestine Mendler{-}D{\"{u}}nner and
Martin Jaggi},
title = {Collaborative Learning via Prediction Consensus},
journal = {CoRR},
volume = {abs/2305.18497},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18497},
doi = {10.48550/ARXIV.2305.18497},
eprinttype = {arXiv},
eprint = {2305.18497},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19259,
author = {Anastasia Koloskova and
Nikita Doikov and
Sebastian U. Stich and
Martin Jaggi},
title = {Shuffle {SGD} is Always Better than {SGD:} Improved Analysis of {SGD}
with Arbitrary Data Orders},
journal = {CoRR},
volume = {abs/2305.19259},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19259},
doi = {10.48550/ARXIV.2305.19259},
eprinttype = {arXiv},
eprint = {2305.19259},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01160,
author = {Matteo Pagliardini and
Daniele Paliotta and
Martin Jaggi and
Fran{\c{c}}ois Fleuret},
title = {Faster Causal Attention Over Large Sequences Through Sparse Flash
Attention},
journal = {CoRR},
volume = {abs/2306.01160},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01160},
doi = {10.48550/ARXIV.2306.01160},
eprinttype = {arXiv},
eprint = {2306.01160},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08393,
author = {Mariel A. Werner and
Lie He and
Sai Praneeth Karimireddy and
Michael I. Jordan and
Martin Jaggi},
title = {Provably Personalized and Robust Federated Learning},
journal = {CoRR},
volume = {abs/2306.08393},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08393},
doi = {10.48550/ARXIV.2306.08393},
eprinttype = {arXiv},
eprint = {2306.08393},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-06966,
author = {Linara Adilova and
Asja Fischer and
Martin Jaggi},
title = {Layerwise Linear Mode Connectivity},
journal = {CoRR},
volume = {abs/2307.06966},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.06966},
doi = {10.48550/ARXIV.2307.06966},
eprinttype = {arXiv},
eprint = {2307.06966},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-06966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14118,
author = {Vinitra Swamy and
Malika Satayeva and
Jibril Frej and
Thierry Bossy and
Thijs Vogels and
Martin Jaggi and
Tanja K{\"{a}}ser and
Mary{-}Anne Hartley},
title = {MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks},
journal = {CoRR},
volume = {abs/2309.14118},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14118},
doi = {10.48550/ARXIV.2309.14118},
eprinttype = {arXiv},
eprint = {2309.14118},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10845,
author = {Amirkeivan Mohtashami and
Matteo Pagliardini and
Martin Jaggi},
title = {CoTFormer: More Tokens With Attention Make Up For Less Depth},
journal = {CoRR},
volume = {abs/2310.10845},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10845},
doi = {10.48550/ARXIV.2310.10845},
eprinttype = {arXiv},
eprint = {2310.10845},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13033,
author = {Ashok Vardhan Makkuva and
Marco Bondaschi and
Thijs Vogels and
Martin Jaggi and
Hyeji Kim and
Michael C. Gastpar},
title = {{LASER:} Linear Compression in Wireless Distributed Optimization},
journal = {CoRR},
volume = {abs/2310.13033},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13033},
doi = {10.48550/ARXIV.2310.13033},
eprinttype = {arXiv},
eprint = {2310.13033},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15389,
author = {Simin Fan and
Martin Jaggi},
title = {Irreducible Curriculum for Language Model Pretraining},
journal = {CoRR},
volume = {abs/2310.15389},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15389},
doi = {10.48550/ARXIV.2310.15389},
eprinttype = {arXiv},
eprint = {2310.15389},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15393,
author = {Simin Fan and
Matteo Pagliardini and
Martin Jaggi},
title = {DoGE: Domain Reweighting with Generalization Estimation},
journal = {CoRR},
volume = {abs/2310.15393},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15393},
doi = {10.48550/ARXIV.2310.15393},
eprinttype = {arXiv},
eprint = {2310.15393},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06724,
author = {Seyed Ali Bahrainian and
Martin Jaggi and
Carsten Eickhoff},
title = {Controllable Topic-Focused Abstractive Summarization},
journal = {CoRR},
volume = {abs/2311.06724},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06724},
doi = {10.48550/ARXIV.2311.06724},
eprinttype = {arXiv},
eprint = {2311.06724},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16079,
author = {Zeming Chen and
Alejandro Hern{\'{a}}ndez{-}Cano and
Angelika Romanou and
Antoine Bonnet and
Kyle Matoba and
Francesco Salvi and
Matteo Pagliardini and
Simin Fan and
Andreas K{\"{o}}pf and
Amirkeivan Mohtashami and
Alexandre Sallinen and
Alireza Sakhaeirad and
Vinitra Swamy and
Igor Krawczuk and
Deniz Bayazit and
Axel Marmet and
Syrielle Montariol and
Mary{-}Anne Hartley and
Martin Jaggi and
Antoine Bosselut},
title = {{MEDITRON-70B:} Scaling Medical Pretraining for Large Language Models},
journal = {CoRR},
volume = {abs/2311.16079},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16079},
doi = {10.48550/ARXIV.2311.16079},
eprinttype = {arXiv},
eprint = {2311.16079},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DandiBJ22,
author = {Yatin Dandi and
Luis Barba and
Martin Jaggi},
title = {Implicit Gradient Alignment in Distributed and Federated Learning},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6454--6462},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20597},
doi = {10.1609/AAAI.V36I6.20597},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DandiBJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MohtashamiJS22,
author = {Amirkeivan Mohtashami and
Martin Jaggi and
Sebastian U. Stich},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Masked Training of Neural Networks with Partial Gradients},
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 = {5876--5890},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/mohtashami22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MohtashamiJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KarimireddyHJ22,
author = {Sai Praneeth Karimireddy and
Lie He and
Martin Jaggi},
title = {Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=jXKKDEi5vJt},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KarimireddyHJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MoiseevDAJ22,
author = {Fedor Moiseev and
Zhe Dong and
Enrique Alfonseca and
Martin Jaggi},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{SKILL:} Structured Knowledge Infusion for Large Language Models},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1581--1588},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.113},
doi = {10.18653/V1/2022.NAACL-MAIN.113},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/MoiseevDAJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoloskovaSJ22,
author = {Anastasia Koloskova and
Sebastian U. Stich and
Martin Jaggi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Sharper Convergence Guarantees for Asynchronous {SGD} for Distributed
and 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/6db3ea527f53682657b3d6b02a841340-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KoloskovaSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TerrailACGHLMMM22,
author = {Jean Ogier du Terrail and
Samy{-}Safwan Ayed and
Edwige Cyffers and
Felix Grimberg and
Chaoyang He and
Regis Loeb and
Paul Mangold and
Tanguy Marchand and
Othmane Marfoq and
Erum Mushtaq and
Boris Muzellec and
Constantin Philippenko and
Santiago Silva and
Maria Telenczuk and
Shadi Albarqouni and
Salman Avestimehr and
Aur{\'{e}}lien Bellet and
Aymeric Dieuleveut and
Martin Jaggi and
Sai Praneeth Karimireddy and
Marco Lorenzi and
Giovanni Neglia and
Marc Tommasi and
Mathieu Andreux},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning
in Realistic Healthcare Settings},
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/232eee8ef411a0a316efa298d7be3c2b-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TerrailACGHLMMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VogelsHJ22,
author = {Thijs Vogels and
Hadrien Hendrikx and
Martin Jaggi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Beyond spectral gap: the role of the topology in decentralized 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/61162d94822d468ee6e92803340f2040-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VogelsHJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01545,
author = {Lie He and
Sai Praneeth Karimireddy and
Martin Jaggi},
title = {Byzantine-Robust Decentralized Learning via Self-Centered Clipping},
journal = {CoRR},
volume = {abs/2202.01545},
year = {2022},
url = {https://arxiv.org/abs/2202.01545},
eprinttype = {arXiv},
eprint = {2202.01545},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01838,
author = {Amirkeivan Mohtashami and
Sebastian U. Stich and
Martin Jaggi},
title = {Characterizing {\&} Finding Good Data Orderings for Fast Convergence
of Sequential Gradient Methods},
journal = {CoRR},
volume = {abs/2202.01838},
year = {2022},
url = {https://arxiv.org/abs/2202.01838},
eprinttype = {arXiv},
eprint = {2202.01838},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04414,
author = {Matteo Pagliardini and
Martin Jaggi and
Fran{\c{c}}ois Fleuret and
Sai Praneeth Karimireddy},
title = {Agree to Disagree: Diversity through Disagreement for Better Transferability},
journal = {CoRR},
volume = {abs/2202.04414},
year = {2022},
url = {https://arxiv.org/abs/2202.04414},
eprinttype = {arXiv},
eprint = {2202.04414},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05737,
author = {Matteo Pagliardini and
Gilberto Manunza and
Martin Jaggi and
Michael I. Jordan and
Tatjana Chavdarova},
title = {Improving Generalization via Uncertainty Driven Perturbations},
journal = {CoRR},
volume = {abs/2202.05737},
year = {2022},
url = {https://arxiv.org/abs/2202.05737},
eprinttype = {arXiv},
eprint = {2202.05737},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06477,
author = {Yatin Dandi and
Anastasia Koloskova and
Martin Jaggi and
Sebastian U. Stich},
title = {Data-heterogeneity-aware Mixing for Decentralized Learning},
journal = {CoRR},
volume = {abs/2204.06477},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06477},
doi = {10.48550/ARXIV.2204.06477},
eprinttype = {arXiv},
eprint = {2204.06477},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-08184,
author = {Fedor Moiseev and
Zhe Dong and
Enrique Alfonseca and
Martin Jaggi},
title = {{SKILL:} Structured Knowledge Infusion for Large Language Models},
journal = {CoRR},
volume = {abs/2205.08184},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.08184},
doi = {10.48550/ARXIV.2205.08184},
eprinttype = {arXiv},
eprint = {2205.08184},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-08184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15142,
author = {Amirkeivan Mohtashami and
Martin Jaggi and
Sebastian U. Stich},
title = {On Avoiding Local Minima Using Gradient Descent With Large Learning
Rates},
journal = {CoRR},
volume = {abs/2205.15142},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15142},
doi = {10.48550/ARXIV.2205.15142},
eprinttype = {arXiv},
eprint = {2205.15142},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03093,
author = {Thijs Vogels and
Hadrien Hendrikx and
Martin Jaggi},
title = {Beyond spectral gap: The role of the topology in decentralized learning},
journal = {CoRR},
volume = {abs/2206.03093},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03093},
doi = {10.48550/ARXIV.2206.03093},
eprinttype = {arXiv},
eprint = {2206.03093},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08307,
author = {Anastasia Koloskova and
Sebastian U. Stich and
Martin Jaggi},
title = {Sharper Convergence Guarantees for Asynchronous {SGD} for Distributed
and Federated Learning},
journal = {CoRR},
volume = {abs/2206.08307},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08307},
doi = {10.48550/ARXIV.2206.08307},
eprinttype = {arXiv},
eprint = {2206.08307},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04620,
author = {Jean Ogier du Terrail and
Samy{-}Safwan Ayed and
Edwige Cyffers and
Felix Grimberg and
Chaoyang He and
Regis Loeb and
Paul Mangold and
Tanguy Marchand and
Othmane Marfoq and
Erum Mushtaq and
Boris Muzellec and
Constantin Philippenko and
Santiago Silva and
Maria Telenczuk and
Shadi Albarqouni and
Salman Avestimehr and
Aur{\'{e}}lien Bellet and
Aymeric Dieuleveut and
Martin Jaggi and
Sai Praneeth Karimireddy and
Marco Lorenzi and
Giovanni Neglia and
Marc Tommasi and
Mathieu Andreux},
title = {FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning
in Realistic Healthcare Settings},
journal = {CoRR},
volume = {abs/2210.04620},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04620},
doi = {10.48550/ARXIV.2210.04620},
eprinttype = {arXiv},
eprint = {2210.04620},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06637,
author = {C{\'{e}}cile Trottet and
Thijs Vogels and
Martin Jaggi and
Mary{-}Anne Hartley},
title = {Modular Clinical Decision Support Networks (MoDN) - Updatable, Interpretable,
and Portable Predictions for Evolving Clinical Environments},
journal = {CoRR},
volume = {abs/2211.06637},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06637},
doi = {10.48550/ARXIV.2211.06637},
eprinttype = {arXiv},
eprint = {2211.06637},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10737,
author = {Simla Burcu Harma and
Canberk S{\"{o}}nmez and
Babak Falsafi and
Martin Jaggi and
Yunho Oh},
title = {Accuracy Boosters: Epoch-Driven Mixed-Mantissa Block Floating-Point
for {DNN} Training},
journal = {CoRR},
volume = {abs/2211.10737},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10737},
doi = {10.48550/ARXIV.2211.10737},
eprinttype = {arXiv},
eprint = {2211.10737},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10943,
author = {Fr{\'{e}}d{\'{e}}ric Berdoz and
Abhishek Singh and
Martin Jaggi and
Ramesh Raskar},
title = {Scalable Collaborative Learning via Representation Sharing},
journal = {CoRR},
volume = {abs/2211.10943},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10943},
doi = {10.48550/ARXIV.2211.10943},
eprinttype = {arXiv},
eprint = {2211.10943},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00781,
author = {Nikita Doikov and
El Mahdi Chayti and
Martin Jaggi},
title = {Second-order optimization with lazy Hessians},
journal = {CoRR},
volume = {abs/2212.00781},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00781},
doi = {10.48550/ARXIV.2212.00781},
eprinttype = {arXiv},
eprint = {2212.00781},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/KairouzMABBBBCC21,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Hubert Eichner and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Mariana Raykova and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {Found. Trends Mach. Learn.},
volume = {14},
number = {1-2},
pages = {1--210},
year = {2021},
url = {https://doi.org/10.1561/2200000083},
doi = {10.1561/2200000083},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftml/KairouzMABBBBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/MaJCST21,
author = {Chenxin Ma and
Martin Jaggi and
Frank E. Curtis and
Nathan Srebro and
Martin Tak{\'{a}}c},
title = {An accelerated communication-efficient primal-dual optimization framework
for structured machine learning},
journal = {Optim. Methods Softw.},
volume = {36},
number = {1},
pages = {20--44},
year = {2021},
url = {https://doi.org/10.1080/10556788.2019.1650361},
doi = {10.1080/10556788.2019.1650361},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/MaJCST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MaoGCJK20,
author = {Zhuoyuan Mao and
Prakhar Gupta and
Chenhui Chu and
Martin Jaggi and
Sadao Kurohashi},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Lightweight Cross-Lingual Sentence Representation Learning},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {2902--2913},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.226},
doi = {10.18653/V1/2021.ACL-LONG.226},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/MaoGCJK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GuptaJ20,
author = {Prakhar Gupta and
Martin Jaggi},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Obtaining Better Static Word Embeddings Using Contextual Embedding
Models},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {5241--5253},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.408},
doi = {10.18653/V1/2021.ACL-LONG.408},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GuptaJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GhadikolaeiSJ21,
author = {Hossein Shokri Ghadikolaei and
Sebastian U. Stich and
Martin Jaggi},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {{LENA:} Communication-Efficient Distributed Learning with Self-Triggered
Gradient Uploads},
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 = {3943--3951},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/shokri-ghadikolaei21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GhadikolaeiSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StichMJ21,
author = {Sebastian U. Stich and
Amirkeivan Mohtashami and
Martin Jaggi},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Critical Parameters for Scalable Distributed Learning with Large Batches
and Asynchronous Updates},
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 = {4042--4050},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/stich21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StichMJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KovalevKJRS21,
author = {Dmitry Kovalev and
Anastasia Koloskova and
Martin Jaggi and
Peter Richt{\'{a}}rik and
Sebastian U. Stich},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {A Linearly Convergent Algorithm for Decentralized Optimization: Sending
Less Bits for Free!},
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 = {4087--4095},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/kovalev21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KovalevKJRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BahrainianJE21,
author = {Seyed Ali Bahrainian and
Martin Jaggi and
Carsten Eickhoff},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Self-Supervised Neural Topic Modeling},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {3341--3350},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.284},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.284},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/BahrainianJE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/WszolaJP21,
author = {Eliza Wszola and
Martin Jaggi and
Markus P{\"{u}}schel},
title = {Faster Parallel Training of Word Embeddings},
booktitle = {28th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2021, Bengaluru, India, December 17-20,
2021},
pages = {31--41},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HiPC53243.2021.00017},
doi = {10.1109/HIPC53243.2021.00017},
timestamp = {Mon, 31 Jan 2022 09:34:30 +0100},
biburl = {https://dblp.org/rec/conf/hipc/WszolaJP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YukselSJC21,
author = {Oguz Kaan Y{\"{u}}ksel and
Sebastian U. Stich and
Martin Jaggi and
Tatjana Chavdarova},
title = {Semantic Perturbations with Normalizing Flows for Improved Generalization},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {6599--6609},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00655},
doi = {10.1109/ICCV48922.2021.00655},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/YukselSJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChavdarovaPSFJ21,
author = {Tatjana Chavdarova and
Matteo Pagliardini and
Sebastian U. Stich and
Fran{\c{c}}ois Fleuret and
Martin Jaggi},
title = {Taming GANs with Lookahead-Minmax},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=ZW0yXJyNmoG},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChavdarovaPSFJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeATJ21,
author = {Namhoon Lee and
Thalaiyasingam Ajanthan and
Philip H. S. Torr and
Martin Jaggi},
title = {Understanding the effects of data parallelism and sparsity on neural
network training},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=rsogjAnYs4z},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeeATJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cherubin0J21,
author = {Giovanni Cherubin and
Konstantinos Chatzikokolakis and
Martin Jaggi},
editor = {Marina Meila and
Tong Zhang},
title = {Exact Optimization of Conformal Predictors via Incremental and Decremental
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 = {1836--1845},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cherubin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Cherubin0J21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarimireddyHJ21,
author = {Sai Praneeth Karimireddy and
Lie He and
Martin Jaggi},
editor = {Marina Meila and
Tong Zhang},
title = {Learning from History for Byzantine Robust Optimization},
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 = {5311--5319},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/karimireddy21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarimireddyHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/00010KJS21,
author = {Lingjing Kong and
Tao Lin and
Anastasia Koloskova and
Martin Jaggi and
Sebastian U. Stich},
editor = {Marina Meila and
Tong Zhang},
title = {Consensus Control for Decentralized Deep 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 = {5686--5696},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kong21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/00010KJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004KSJ21,
author = {Tao Lin and
Sai Praneeth Karimireddy and
Sebastian U. Stich and
Martin Jaggi},
editor = {Marina Meila and
Tong Zhang},
title = {Quasi-global Momentum: Accelerating Decentralized Deep Learning on
Heterogeneous Data},
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 = {6654--6665},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lin21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004KSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/DrumondCZYFJ21,
author = {Mario Drumond and
Louis Coulon and
Arash Pourhabibi Zarandi and
Ahmet Caner Y{\"{u}}z{\"{u}}g{\"{u}}ler and
Babak Falsafi and
Martin Jaggi},
title = {Equinox: Training (for Free) on a Custom Inference Accelerator},
booktitle = {{MICRO} '21: 54th Annual {IEEE/ACM} International Symposium on Microarchitecture,
Virtual Event, Greece, October 18-22, 2021},
pages = {421--433},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3466752.3480057},
doi = {10.1145/3466752.3480057},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micro/DrumondCZYFJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobisys/MakhmutovaKFMJC21,
author = {Mariko Makhmutova and
Raghu Kainkaryam and
Marta Ferreira and
Jae Min and
Martin Jaggi and
Ieuan Clay},
title = {Prediction of self-reported depression scores using person-generated
health data from a virtual 1-year mental health observational study},
booktitle = {DigiBiom@MobiSys '21: Proceedings of the 2021 Workshop on Future of
Digital Biomarkers, Virtual Event, Wisconsin, USA, 25 June, 2021},
pages = {4--11},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3469266.3469878},
doi = {10.1145/3469266.3469878},
timestamp = {Mon, 26 Jul 2021 11:37:29 +0200},
biburl = {https://dblp.org/rec/conf/mobisys/MakhmutovaKFMJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VogelsHKKLSJ21,
author = {Thijs Vogels and
Lie He and
Anastasia Koloskova and
Sai Praneeth Karimireddy and
Tao Lin and
Sebastian U. Stich and
Martin Jaggi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {RelaySum for Decentralized Deep Learning on Heterogeneous Data},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28004--28015},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ebbdfea212e3a756a1fded7b35578525-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/VogelsHKKLSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarimireddyJKMR21,
author = {Sai Praneeth Karimireddy and
Martin Jaggi and
Satyen Kale and
Mehryar Mohri and
Sashank J. Reddi and
Sebastian U. Stich and
Ananda Theertha Suresh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Breaking the centralized barrier for cross-device federated learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28663--28676},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f0e6be4ce76ccfa73c5a540d992d0756-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KarimireddyJKMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03236,
author = {Giovanni Cherubin and
Konstantinos Chatzikokolakis and
Martin Jaggi},
title = {Exact Optimization of Conformal Predictors via Incremental and Decremental
Learning},
journal = {CoRR},
volume = {abs/2102.03236},
year = {2021},
url = {https://arxiv.org/abs/2102.03236},
eprinttype = {arXiv},
eprint = {2102.03236},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04761,
author = {Tao Lin and
Sai Praneeth Karimireddy and
Sebastian U. Stich and
Martin Jaggi},
title = {Quasi-Global Momentum: Accelerating Decentralized Deep Learning on
Heterogeneous Data},
journal = {CoRR},
volume = {abs/2102.04761},
year = {2021},
url = {https://arxiv.org/abs/2102.04761},
eprinttype = {arXiv},
eprint = {2102.04761},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04828,
author = {Lingjing Kong and
Tao Lin and
Anastasia Koloskova and
Martin Jaggi and
Sebastian U. Stich},
title = {Consensus Control for Decentralized Deep Learning},
journal = {CoRR},
volume = {abs/2102.04828},
year = {2021},
url = {https://arxiv.org/abs/2102.04828},
eprinttype = {arXiv},
eprint = {2102.04828},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02351,
author = {Sebastian U. Stich and
Amirkeivan Mohtashami and
Martin Jaggi},
title = {Critical Parameters for Scalable Distributed Learning with Large Batches
and Asynchronous Updates},
journal = {CoRR},
volume = {abs/2103.02351},
year = {2021},
url = {https://arxiv.org/abs/2103.02351},
eprinttype = {arXiv},
eprint = {2103.02351},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09994,
author = {Valerian Rey and
Pedro Miguel S{\'{a}}nchez S{\'{a}}nchez and
Alberto Huertas Celdr{\'{a}}n and
G{\'{e}}r{\^{o}}me Bovet and
Martin Jaggi},
title = {Federated Learning for Malware Detection in IoT Devices},
journal = {CoRR},
volume = {abs/2104.09994},
year = {2021},
url = {https://arxiv.org/abs/2104.09994},
eprinttype = {arXiv},
eprint = {2104.09994},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13856,
author = {Zhuoyuan Mao and
Prakhar Gupta and
Chenhui Chu and
Martin Jaggi and
Sadao Kurohashi},
title = {Lightweight Cross-Lingual Sentence Representation Learning},
journal = {CoRR},
volume = {abs/2105.13856},
year = {2021},
url = {https://arxiv.org/abs/2105.13856},
eprinttype = {arXiv},
eprint = {2105.13856},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-13856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04302,
author = {Prakhar Gupta and
Martin Jaggi},
title = {Obtaining Better Static Word Embeddings Using Contextual Embedding
Models},
journal = {CoRR},
volume = {abs/2106.04302},
year = {2021},
url = {https://arxiv.org/abs/2106.04302},
eprinttype = {arXiv},
eprint = {2106.04302},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08895,
author = {Amirkeivan Mohtashami and
Martin Jaggi and
Sebastian U. Stich},
title = {Simultaneous Training of Partially Masked Neural Networks},
journal = {CoRR},
volume = {abs/2106.08895},
year = {2021},
url = {https://arxiv.org/abs/2106.08895},
eprinttype = {arXiv},
eprint = {2106.08895},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13897,
author = {Yatin Dandi and
Luis Barba and
Martin Jaggi},
title = {Implicit Gradient Alignment in Distributed and Federated Learning},
journal = {CoRR},
volume = {abs/2106.13897},
year = {2021},
url = {https://arxiv.org/abs/2106.13897},
eprinttype = {arXiv},
eprint = {2106.13897},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06580,
author = {David Roschewitz and
Mary{-}Anne Hartley and
Luca Corinzia and
Martin Jaggi},
title = {IFedAvg: Interpretable Data-Interoperability for Federated Learning},
journal = {CoRR},
volume = {abs/2107.06580},
year = {2021},
url = {https://arxiv.org/abs/2107.06580},
eprinttype = {arXiv},
eprint = {2107.06580},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06917,
author = {Jianyu Wang and
Zachary Charles and
Zheng Xu and
Gauri Joshi and
H. Brendan McMahan and
Blaise Ag{\"{u}}era y Arcas and
Maruan Al{-}Shedivat and
Galen Andrew and
Salman Avestimehr and
Katharine Daly and
Deepesh Data and
Suhas N. Diggavi and
Hubert Eichner and
Advait Gadhikar and
Zachary Garrett and
Antonious M. Girgis and
Filip Hanzely and
Andrew Hard and
Chaoyang He and
Samuel Horv{\'{a}}th and
Zhouyuan Huo and
Alex Ingerman and
Martin Jaggi and
Tara Javidi and
Peter Kairouz and
Satyen Kale and
Sai Praneeth Karimireddy and
Jakub Kone{\v{c}}n{\'y} and
Sanmi Koyejo and
Tian Li and
Luyang Liu and
Mehryar Mohri and
Hang Qi and
Sashank J. Reddi and
Peter Richt{\'{a}}rik and
Karan Singhal and
Virginia Smith and
Mahdi Soltanolkotabi and
Weikang Song and
Ananda Theertha Suresh and
Sebastian U. Stich and
Ameet Talwalkar and
Hongyi Wang and
Blake E. Woodworth and
Shanshan Wu and
Felix X. Yu and
Honglin Yuan and
Manzil Zaheer and
Mi Zhang and
Tong Zhang and
Chunxiang Zheng and
Chen Zhu and
Wennan Zhu},
title = {A Field Guide to Federated Optimization},
journal = {CoRR},
volume = {abs/2107.06917},
year = {2021},
url = {https://arxiv.org/abs/2107.06917},
eprinttype = {arXiv},
eprint = {2107.06917},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07958,
author = {Oguz Kaan Y{\"{u}}ksel and
Sebastian U. Stich and
Martin Jaggi and
Tatjana Chavdarova},
title = {Semantic Perturbations with Normalizing Flows for Improved Generalization},
journal = {CoRR},
volume = {abs/2108.07958},
year = {2021},
url = {https://arxiv.org/abs/2108.07958},
eprinttype = {arXiv},
eprint = {2108.07958},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-07958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02388,
author = {Sebastian Bischoff and
Stephan G{\"{u}}nnemann and
Martin Jaggi and
Sebastian U. Stich},
title = {On Second-order Optimization Methods for Federated Learning},
journal = {CoRR},
volume = {abs/2109.02388},
year = {2021},
url = {https://arxiv.org/abs/2109.02388},
eprinttype = {arXiv},
eprint = {2109.02388},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04175,
author = {Thijs Vogels and
Lie He and
Anastasia Koloskova and
Tao Lin and
Sai Praneeth Karimireddy and
Sebastian U. Stich and
Martin Jaggi},
title = {RelaySum for Decentralized Deep Learning on Heterogeneous Data},
journal = {CoRR},
volume = {abs/2110.04175},
year = {2021},
url = {https://arxiv.org/abs/2110.04175},
eprinttype = {arXiv},
eprint = {2110.04175},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06978,
author = {Martin Beaussart and
Felix Grimberg and
Mary{-}Anne Hartley and
Martin Jaggi},
title = {{WAFFLE:} Weighted Averaging for Personalized Federated Learning},
journal = {CoRR},
volume = {abs/2110.06978},
year = {2021},
url = {https://arxiv.org/abs/2110.06978},
eprinttype = {arXiv},
eprint = {2110.06978},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12946,
author = {Felix Grimberg and
Mary{-}Anne Hartley and
Sai Praneeth Karimireddy and
Martin Jaggi},
title = {Optimal Model Averaging: Towards Personalized Collaborative Learning},
journal = {CoRR},
volume = {abs/2110.12946},
year = {2021},
url = {https://arxiv.org/abs/2110.12946},
eprinttype = {arXiv},
eprint = {2110.12946},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05968,
author = {El Mahdi Chayti and
Sai Praneeth Karimireddy and
Sebastian U. Stich and
Nicolas Flammarion and
Martin Jaggi},
title = {Linear Speedup in Personalized Collaborative Learning},
journal = {CoRR},
volume = {abs/2111.05968},
year = {2021},
url = {https://arxiv.org/abs/2111.05968},
eprinttype = {arXiv},
eprint = {2111.05968},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08546,
author = {Vinitra Swamy and
Angelika Romanou and
Martin Jaggi},
title = {Interpreting Language Models Through Knowledge Graph Extraction},
journal = {CoRR},
volume = {abs/2111.08546},
year = {2021},
url = {https://arxiv.org/abs/2111.08546},
eprinttype = {arXiv},
eprint = {2111.08546},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08798,
author = {Futong Liu and
Tao Lin and
Martin Jaggi},
title = {Understanding Memorization from the Perspective of Optimization via
Efficient Influence Estimation},
journal = {CoRR},
volume = {abs/2112.08798},
year = {2021},
url = {https://arxiv.org/abs/2112.08798},
eprinttype = {arXiv},
eprint = {2112.08798},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PedregosaNAJ20,
author = {Fabian Pedregosa and
Geoffrey N{\'{e}}giar and
Armin Askari and
Martin Jaggi},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Linearly Convergent Frank-Wolfe without Line-Search},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1--10},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/pedregosa20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PedregosaNAJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SinghHDJ20,
author = {Sidak Pal Singh and
Andreas Hug and
Aymeric Dieuleveut and
Martin Jaggi},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Context Mover's Distance {\&} Barycenters: Optimal Transport of
Contexts for Building Representations},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3437--3449},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/singh20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SinghHDJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoLMJS20,
author = {Mengjie Zhao and
Tao Lin and
Fei Mi and
Martin Jaggi and
Hinrich Sch{\"{u}}tze},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Masking as an Efficient Alternative to Finetuning for Pretrained Language
Models},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {2226--2241},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.174},
doi = {10.18653/V1/2020.EMNLP-MAIN.174},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoLMJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CordonnierLJ20,
author = {Jean{-}Baptiste Cordonnier and
Andreas Loukas and
Martin Jaggi},
title = {On the Relationship between Self-Attention and Convolutional Layers},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJlnC1rKPB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CordonnierLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KoloskovaLSJ20,
author = {Anastasia Koloskova and
Tao Lin and
Sebastian U. Stich and
Martin Jaggi},
title = {Decentralized Deep Learning with Arbitrary Communication Compression},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SkgGCkrKvH},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KoloskovaLSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LinSBDJ20,
author = {Tao Lin and
Sebastian U. Stich and
Luis Barba and
Daniil Dmitriev and
Martin Jaggi},
title = {Dynamic Model Pruning with Feedback},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJem8lSFwB},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LinSBDJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LinSPJ20,
author = {Tao Lin and
Sebastian U. Stich and
Kumar Kshitij Patel and
Martin Jaggi},
title = {Don't Use Large Mini-batches, Use Local {SGD}},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=B1eyO1BFPr},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LinSPJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuSJMS20,
author = {Kaicheng Yu and
Christian Sciuto and
Martin Jaggi and
Claudiu Musat and
Mathieu Salzmann},
title = {Evaluating The Search Phase of Neural Architecture Search},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=H1loF2NFwr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YuSJMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KoloskovaLBJS20,
author = {Anastasia Koloskova and
Nicolas Loizou and
Sadra Boreiri and
Martin Jaggi and
Sebastian U. Stich},
title = {A Unified Theory of Decentralized {SGD} with Changing Topology and
Local Updates},
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 = {5381--5393},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/koloskova20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KoloskovaLBJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinKSJ20,
author = {Tao Lin and
Lingjing Kong and
Sebastian U. Stich and
Martin Jaggi},
title = {Extrapolation for Large-batch Training in Deep Learning},
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 = {6094--6104},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20b.html},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinKSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SivaprasadMVJF20,
author = {Prabhu Teja Sivaprasad and
Florian Mai and
Thijs Vogels and
Martin Jaggi and
Fran{\c{c}}ois Fleuret},
title = {Optimizer Benchmarking Needs to Account for Hyperparameter Tuning},
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 = {9036--9045},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sivaprasad20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SivaprasadMVJF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GrimbergHJK20,
author = {Felix Grimberg and
Mary{-}Anne Hartley and
Martin Jaggi and
Sai Praneeth Karimireddy},
editor = {Shadi Albarqouni and
Spyridon Bakas and
Konstantinos Kamnitsas and
M. Jorge Cardoso and
Bennett A. Landman and
Wenqi Li and
Fausto Milletari and
Nicola Rieke and
Holger Roth and
Daguang Xu and
Ziyue Xu},
title = {Weight Erosion: An Update Aggregation Scheme for Personalized Collaborative
Machine Learning},
booktitle = {Domain Adaptation and Representation Transfer, and Distributed and
Collaborative Learning - Second {MICCAI} Workshop, {DART} 2020, and
First {MICCAI} Workshop, {DCL} 2020, Held in Conjunction with {MICCAI}
2020, Lima, Peru, October 4-8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12444},
pages = {160--169},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60548-3\_16},
doi = {10.1007/978-3-030-60548-3\_16},
timestamp = {Tue, 19 Jul 2022 10:23:16 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GrimbergHJK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinKSJ20,
author = {Tao Lin and
Lingjing Kong and
Sebastian U. Stich and
Martin Jaggi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Ensemble Distillation for Robust Model Fusion in Federated Learning},
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/18df51b97ccd68128e994804f3eccc87-Abstract.html},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LinKSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SinghJ20,
author = {Sidak Pal Singh and
Martin Jaggi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Model Fusion via Optimal Transport},
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/fb2697869f56484404c8ceee2985b01d-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SinghJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VogelsKJ20,
author = {Thijs Vogels and
Sai Praneeth Karimireddy and
Martin Jaggi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Practical Low-Rank Communication Compression in Decentralized Deep
Learning},
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/a376802c0811f1b9088828288eb0d3f0-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VogelsKJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10422,
author = {Anastasia Koloskova and
Nicolas Loizou and
Sadra Boreiri and
Martin Jaggi and
Sebastian U. Stich},
title = {A Unified Theory of Decentralized {SGD} with Changing Topology and
Local Updates},
journal = {CoRR},
volume = {abs/2003.10422},
year = {2020},
url = {https://arxiv.org/abs/2003.10422},
eprinttype = {arXiv},
eprint = {2003.10422},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11316,
author = {Namhoon Lee and
Philip H. S. Torr and
Martin Jaggi},
title = {Data Parallelism in Training Sparse Neural Networks},
journal = {CoRR},
volume = {abs/2003.11316},
year = {2020},
url = {https://arxiv.org/abs/2003.11316},
eprinttype = {arXiv},
eprint = {2003.11316},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12406,
author = {Mengjie Zhao and
Tao Lin and
Martin Jaggi and
Hinrich Sch{\"{u}}tze},
title = {Masking as an Efficient Alternative to Finetuning for Pretrained Language
Models},
journal = {CoRR},
volume = {abs/2004.12406},
year = {2020},
url = {https://arxiv.org/abs/2004.12406},
eprinttype = {arXiv},
eprint = {2004.12406},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04747,
author = {Lie He and
Sai Praneeth Karimireddy and
Martin Jaggi},
title = {Secure Byzantine-Robust Machine Learning},
journal = {CoRR},
volume = {abs/2006.04747},
year = {2020},
url = {https://arxiv.org/abs/2006.04747},
eprinttype = {arXiv},
eprint = {2006.04747},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05720,
author = {Tao Lin and
Lingjing Kong and
Sebastian U. Stich and
Martin Jaggi},
title = {Extrapolation for Large-batch Training in Deep Learning},
journal = {CoRR},
volume = {abs/2006.05720},
year = {2020},
url = {https://arxiv.org/abs/2006.05720},
eprinttype = {arXiv},
eprint = {2006.05720},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07242,
author = {Tao Lin and
Lingjing Kong and
Sebastian U. Stich and
Martin Jaggi},
title = {Ensemble Distillation for Robust Model Fusion in Federated Learning},
journal = {CoRR},
volume = {abs/2006.07242},
year = {2020},
url = {https://arxiv.org/abs/2006.07242},
eprinttype = {arXiv},
eprint = {2006.07242},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07253,
author = {Tao Lin and
Sebastian U. Stich and
Luis Barba and
Daniil Dmitriev and
Martin Jaggi},
title = {Dynamic Model Pruning with Feedback},
journal = {CoRR},
volume = {abs/2006.07253},
year = {2020},
url = {https://arxiv.org/abs/2006.07253},
eprinttype = {arXiv},
eprint = {2006.07253},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09365,
author = {Lie He and
Sai Praneeth Karimireddy and
Martin Jaggi},
title = {Byzantine-Robust Learning on Heterogeneous Datasets via Resampling},
journal = {CoRR},
volume = {abs/2006.09365},
year = {2020},
url = {https://arxiv.org/abs/2006.09365},
eprinttype = {arXiv},
eprint = {2006.09365},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14567,
author = {Tatjana Chavdarova and
Matteo Pagliardini and
Martin Jaggi and
Fran{\c{c}}ois Fleuret},
title = {Taming GANs with Lookahead},
journal = {CoRR},
volume = {abs/2006.14567},
year = {2020},
url = {https://arxiv.org/abs/2006.14567},
eprinttype = {arXiv},
eprint = {2006.14567},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16362,
author = {Jean{-}Baptiste Cordonnier and
Andreas Loukas and
Martin Jaggi},
title = {Multi-Head Attention: Collaborate Instead of Concatenate},
journal = {CoRR},
volume = {abs/2006.16362},
year = {2020},
url = {https://arxiv.org/abs/2006.16362},
eprinttype = {arXiv},
eprint = {2006.16362},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01425,
author = {Thijs Vogels and
Sai Praneeth Karimireddy and
Martin Jaggi},
title = {PowerGossip: Practical Low-Rank Communication Compression in Decentralized
Deep Learning},
journal = {CoRR},
volume = {abs/2008.01425},
year = {2020},
url = {https://arxiv.org/abs/2008.01425},
eprinttype = {arXiv},
eprint = {2008.01425},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03606,
author = {Sai Praneeth Karimireddy and
Martin Jaggi and
Satyen Kale and
Mehryar Mohri and
Sashank J. Reddi and
Sebastian U. Stich and
Ananda Theertha Suresh},
title = {Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning},
journal = {CoRR},
volume = {abs/2008.03606},
year = {2020},
url = {https://arxiv.org/abs/2008.03606},
eprinttype = {arXiv},
eprint = {2008.03606},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09271,
author = {Negar Foroutan Eghlidi and
Martin Jaggi},
title = {Sparse Communication for Training Deep Networks},
journal = {CoRR},
volume = {abs/2009.09271},
year = {2020},
url = {https://arxiv.org/abs/2009.09271},
eprinttype = {arXiv},
eprint = {2009.09271},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01697,
author = {Dmitry Kovalev and
Anastasia Koloskova and
Martin Jaggi and
Peter Richt{\'{a}}rik and
Sebastian U. Stich},
title = {A Linearly Convergent Algorithm for Decentralized Optimization: Sending
Less Bits for Free!},
journal = {CoRR},
volume = {abs/2011.01697},
year = {2020},
url = {https://arxiv.org/abs/2011.01697},
eprinttype = {arXiv},
eprint = {2011.01697},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10333,
author = {Sai Praneeth Karimireddy and
Lie He and
Martin Jaggi},
title = {Learning from History for Byzantine Robust Optimization},
journal = {CoRR},
volume = {abs/2012.10333},
year = {2020},
url = {https://arxiv.org/abs/2012.10333},
eprinttype = {arXiv},
eprint = {2012.10333},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mfc/LangovoyGJ19,
author = {Mikhail A. Langovoy and
Akhilesh Gotmare and
Martin Jaggi},
title = {Unsupervised robust nonparametric learning of hidden community properties},
journal = {Math. Found. Comput.},
volume = {2},
number = {2},
pages = {127--147},
year = {2019},
url = {https://doi.org/10.3934/mfc.2019010},
doi = {10.3934/MFC.2019010},
timestamp = {Tue, 14 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mfc/LangovoyGJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KarimireddyKSJ19,
author = {Sai Praneeth Karimireddy and
Anastasia Koloskova and
Sebastian U. Stich and
Martin Jaggi},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Efficient Greedy Coordinate Descent for Composite Problems},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2887--2896},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/karimireddy19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KarimireddyKSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/WszolaMJP19,
author = {Eliza Wszola and
Celestine Mendler{-}D{\"{u}}nner and
Martin Jaggi and
Markus P{\"{u}}schel},
title = {On Linear Learning with Manycore Processors},
booktitle = {26th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2019, Hyderabad, India, December 17-20,
2019},
pages = {184--194},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HiPC.2019.00032},
doi = {10.1109/HIPC.2019.00032},
timestamp = {Thu, 20 Feb 2020 16:19:46 +0100},
biburl = {https://dblp.org/rec/conf/hipc/WszolaMJP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SinghHDJ19,
author = {Sidak Pal Singh and
Andreas Hug and
Aymeric Dieuleveut and
Martin Jaggi},
title = {Context Mover's Distance {\&} Barycenters: Optimal transport of
contexts for building representations},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rygiEL8FOV},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SinghHDJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BenyahiaYBJDSM19,
author = {Yassine Benyahia and
Kaicheng Yu and
Kamil Bennani{-}Smires and
Martin Jaggi and
Anthony C. Davison and
Mathieu Salzmann and
Claudiu Musat},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Overcoming Multi-model Forgetting},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {594--603},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/benyahia19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/BenyahiaYBJDSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KarimireddyRSJ19,
author = {Sai Praneeth Karimireddy and
Quentin Rebjock and
Sebastian U. Stich and
Martin Jaggi},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Error Feedback Fixes SignSGD and other Gradient Compression Schemes},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3252--3261},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/karimireddy19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KarimireddyRSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KoloskovaSJ19,
author = {Anastasia Koloskova and
Sebastian U. Stich and
Martin Jaggi},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Decentralized Stochastic Optimization and Gossip Algorithms with Compressed
Communication},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3478--3487},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/koloskova19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KoloskovaSJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SacchiNJC19,
author = {Niccol{\`{o}} Sacchi and
Alexandre Nanchen and
Martin Jaggi and
Milos Cernak},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Open-Vocabulary Keyword Spotting with Audio and Text Embeddings},
booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech
Communication Association, Graz, Austria, 15-19 September 2019},
pages = {3362--3366},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-1846},
doi = {10.21437/INTERSPEECH.2019-1846},
timestamp = {Fri, 29 Jan 2021 17:41:10 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/SacchiNJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GuptaPJ19,
author = {Prakhar Gupta and
Matteo Pagliardini and
Martin Jaggi},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Better Word Embeddings by Disentangling Contextual n-Gram Information},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {933--939},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1098},
doi = {10.18653/V1/N19-1098},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/GuptaPJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FranceschiDJ19,
author = {Jean{-}Yves Franceschi and
Aymeric Dieuleveut and
Martin Jaggi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Unsupervised Scalable Representation Learning for Multivariate Time
Series},
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 = {4652--4663},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/53c6de78244e9f528eb3e1cda69699bb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FranceschiDJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VogelsKJ19,
author = {Thijs Vogels and
Sai Praneeth Karimireddy and
Martin Jaggi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {PowerSGD: Practical Low-Rank Gradient Compression for Distributed
Optimization},
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 = {14236--14245},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d9fbed9da256e344c1fa46bb46c34c5f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VogelsKJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/SchneuwlyGLCJ19,
author = {Arno Schneuwly and
Ralf Grubenmann and
S{\'{e}}verine Rion Logean and
Mark Cieliebak and
Martin Jaggi},
editor = {Davy Weissenbacher and
Graciela Gonzalez{-}Hernandez},
title = {Correlating Twitter Language with Community-Level Health Outcomes},
booktitle = {Proceedings of the Fourth Social Media Mining for Health Application
Workshop {\&} Shared Task, SMM4H@ACL 2019, Florence, Italy, August
2, 2019},
pages = {71--78},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/W19-3210},
doi = {10.18653/V1/W19-3210},
timestamp = {Mon, 22 Apr 2024 17:02:59 +0200},
biburl = {https://dblp.org/rec/conf/smm4h/SchneuwlyGLCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/JosifoskiPPJ019,
author = {Martin Josifoski and
Ivan S. Paskov and
Hristo S. Paskov and
Martin Jaggi and
Robert West},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Crosslingual Document Embedding as Reduced-Rank Ridge Regression},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {744--752},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291023},
doi = {10.1145/3289600.3291023},
timestamp = {Sat, 30 May 2020 20:02:29 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/JosifoskiPPJ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09847,
author = {Sai Praneeth Karimireddy and
Quentin Rebjock and
Sebastian U. Stich and
Martin Jaggi},
title = {Error Feedback Fixes SignSGD and other Gradient Compression Schemes},
journal = {CoRR},
volume = {abs/1901.09847},
year = {2019},
url = {http://arxiv.org/abs/1901.09847},
eprinttype = {arXiv},
eprint = {1901.09847},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10738,
author = {Jean{-}Yves Franceschi and
Aymeric Dieuleveut and
Martin Jaggi},
title = {Unsupervised Scalable Representation Learning for Multivariate Time
Series},
journal = {CoRR},
volume = {abs/1901.10738},
year = {2019},
url = {http://arxiv.org/abs/1901.10738},
eprinttype = {arXiv},
eprint = {1901.10738},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00340,
author = {Anastasia Koloskova and
Sebastian U. Stich and
Martin Jaggi},
title = {Decentralized Stochastic Optimization and Gossip Algorithms with Compressed
Communication},
journal = {CoRR},
volume = {abs/1902.00340},
year = {2019},
url = {http://arxiv.org/abs/1902.00340},
eprinttype = {arXiv},
eprint = {1902.00340},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08142,
author = {Christian Sciuto and
Kaicheng Yu and
Martin Jaggi and
Claudiu Musat and
Mathieu Salzmann},
title = {Evaluating the Search Phase of Neural Architecture Search},
journal = {CoRR},
volume = {abs/1902.08142},
year = {2019},
url = {http://arxiv.org/abs/1902.08142},
eprinttype = {arXiv},
eprint = {1902.08142},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08232,
author = {Yassine Benyahia and
Kaicheng Yu and
Kamil Bennani{-}Smires and
Martin Jaggi and
Anthony C. Davison and
Mathieu Salzmann and
Claudiu Musat},
title = {Overcoming Multi-Model Forgetting},
journal = {CoRR},
volume = {abs/1902.08232},
year = {2019},
url = {http://arxiv.org/abs/1902.08232},
eprinttype = {arXiv},
eprint = {1902.08232},
timestamp = {Thu, 06 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09499,
author = {Matthias H{\"{u}}ser and
Adrian K{\"{u}}ndig and
Walter Karlen and
Valeria De Luca and
Martin Jaggi},
title = {Forecasting intracranial hypertension using multi-scale waveform metrics},
journal = {CoRR},
volume = {abs/1902.09499},
year = {2019},
url = {http://arxiv.org/abs/1902.09499},
eprinttype = {arXiv},
eprint = {1902.09499},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09713,
author = {Khalil Mrini and
Claudiu Musat and
Michael Baeriswyl and
Martin Jaggi},
title = {Structure Tree-LSTM: Structure-aware Attentional Document Encoders},
journal = {CoRR},
volume = {abs/1902.09713},
year = {2019},
url = {http://arxiv.org/abs/1902.09713},
eprinttype = {arXiv},
eprint = {1902.09713},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
Dan Alistarh and
Gustavo Alonso and
David G. Andersen and
Peter Bailis and
Sarah Bird and
Nicholas Carlini and
Bryan Catanzaro and
Eric S. Chung and
Bill Dally and
Jeff Dean and
Inderjit S. Dhillon and
Alexandros G. Dimakis and
Pradeep Dubey and
Charles Elkan and
Grigori Fursin and
Gregory R. Ganger and
Lise Getoor and
Phillip B. Gibbons and
Garth A. Gibson and
Joseph E. Gonzalez and
Justin Gottschlich and
Song Han and
Kim M. Hazelwood and
Furong Huang and
Martin Jaggi and
Kevin G. Jamieson and
Michael I. Jordan and
Gauri Joshi and
Rania Khalaf and
Jason Knight and
Jakub Kone{\v{c}}n{\'y} and
Tim Kraska and
Arun Kumar and
Anastasios Kyrillidis and
Jing Li and
Samuel Madden and
H. Brendan McMahan and
Erik Meijer and
Ioannis Mitliagkas and
Rajat Monga and
Derek Gordon Murray and
Dimitris S. Papailiopoulos and
Gennady Pekhimenko and
Theodoros Rekatsinas and
Afshin Rostamizadeh and
Christopher R{\'{e}} and
Christopher De Sa and
Hanie Sedghi and
Siddhartha Sen and
Virginia Smith and
Alex Smola and
Dawn Song and
Evan R. Sparks and
Ion Stoica and
Vivienne Sze and
Madeleine Udell and
Joaquin Vanschoren and
Shivaram Venkataraman and
Rashmi Vinayak and
Markus Weimer and
Andrew Gordon Wilson and
Eric P. Xing and
Matei Zaharia and
Ce Zhang and
Ameet Talwalkar},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
url = {http://arxiv.org/abs/1904.03257},
eprinttype = {arXiv},
eprint = {1904.03257},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03922,
author = {Martin Josifoski and
Ivan S. Paskov and
Hristo S. Paskov and
Martin Jaggi and
Robert West},
title = {Crosslingual Document Embedding as Reduced-Rank Ridge Regression},
journal = {CoRR},
volume = {abs/1904.03922},
year = {2019},
url = {http://arxiv.org/abs/1904.03922},
eprinttype = {arXiv},
eprint = {1904.03922},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05033,
author = {Prakhar Gupta and
Matteo Pagliardini and
Martin Jaggi},
title = {Better Word Embeddings by Disentangling Contextual n-Gram Information},
journal = {CoRR},
volume = {abs/1904.05033},
year = {2019},
url = {http://arxiv.org/abs/1904.05033},
eprinttype = {arXiv},
eprint = {1904.05033},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00626,
author = {Eliza Wszola and
Celestine Mendler{-}D{\"{u}}nner and
Martin Jaggi and
Markus P{\"{u}}schel},
title = {On Linear Learning with Manycore Processors},
journal = {CoRR},
volume = {abs/1905.00626},
year = {2019},
url = {http://arxiv.org/abs/1905.00626},
eprinttype = {arXiv},
eprint = {1905.00626},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13727,
author = {Thijs Vogels and
Sai Praneeth Karimireddy and
Martin Jaggi},
title = {PowerSGD: Practical Low-Rank Gradient Compression for Distributed
Optimization},
journal = {CoRR},
volume = {abs/1905.13727},
year = {2019},
url = {http://arxiv.org/abs/1905.13727},
eprinttype = {arXiv},
eprint = {1905.13727},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06465,
author = {Arno Schneuwly and
Ralf Grubenmann and
S{\'{e}}verine Rion Logean and
Mark Cieliebak and
Martin Jaggi},
title = {Correlating Twitter Language with Community-Level Health Outcomes},
journal = {CoRR},
volume = {abs/1906.06465},
year = {2019},
url = {http://arxiv.org/abs/1906.06465},
eprinttype = {arXiv},
eprint = {1906.06465},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09356,
author = {Anastasia Koloskova and
Tao Lin and
Sebastian U. Stich and
Martin Jaggi},
title = {Decentralized Deep Learning with Arbitrary Communication Compression},
journal = {CoRR},
volume = {abs/1907.09356},
year = {2019},
url = {http://arxiv.org/abs/1907.09356},
eprinttype = {arXiv},
eprint = {1907.09356},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05653,
author = {Sidak Pal Singh and
Martin Jaggi},
title = {Model Fusion via Optimal Transport},
journal = {CoRR},
volume = {abs/1910.05653},
year = {2019},
url = {http://arxiv.org/abs/1910.05653},
eprinttype = {arXiv},
eprint = {1910.05653},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11758,
author = {Prabhu Teja Sivaprasad and
Florian Mai and
Thijs Vogels and
Martin Jaggi and
Fran{\c{c}}ois Fleuret},
title = {On the Tunability of Optimizers in Deep Learning},
journal = {CoRR},
volume = {abs/1910.11758},
year = {2019},
url = {http://arxiv.org/abs/1910.11758},
eprinttype = {arXiv},
eprint = {1910.11758},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03584,
author = {Jean{-}Baptiste Cordonnier and
Andreas Loukas and
Martin Jaggi},
title = {On the Relationship between Self-Attention and Convolutional Layers},
journal = {CoRR},
volume = {abs/1911.03584},
year = {2019},
url = {http://arxiv.org/abs/1911.03584},
eprinttype = {arXiv},
eprint = {1911.03584},
timestamp = {Sun, 01 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04977,
author = {Peter Kairouz and
H. Brendan McMahan and
Brendan Avent and
Aur{\'{e}}lien Bellet and
Mehdi Bennis and
Arjun Nitin Bhagoji and
Kallista A. Bonawitz and
Zachary Charles and
Graham Cormode and
Rachel Cummings and
Rafael G. L. D'Oliveira and
Salim El Rouayheb and
David Evans and
Josh Gardner and
Zachary Garrett and
Adri{\`{a}} Gasc{\'{o}}n and
Badih Ghazi and
Phillip B. Gibbons and
Marco Gruteser and
Za{\"{\i}}d Harchaoui and
Chaoyang He and
Lie He and
Zhouyuan Huo and
Ben Hutchinson and
Justin Hsu and
Martin Jaggi and
Tara Javidi and
Gauri Joshi and
Mikhail Khodak and
Jakub Kone{\v{c}}n{\'y} and
Aleksandra Korolova and
Farinaz Koushanfar and
Sanmi Koyejo and
Tancr{\`{e}}de Lepoint and
Yang Liu and
Prateek Mittal and
Mehryar Mohri and
Richard Nock and
Ayfer {\"{O}}zg{\"{u}}r and
Rasmus Pagh and
Mariana Raykova and
Hang Qi and
Daniel Ramage and
Ramesh Raskar and
Dawn Song and
Weikang Song and
Sebastian U. Stich and
Ziteng Sun and
Ananda Theertha Suresh and
Florian Tram{\`{e}}r and
Praneeth Vepakomma and
Jianyu Wang and
Li Xiong and
Zheng Xu and
Qiang Yang and
Felix X. Yu and
Han Yu and
Sen Zhao},
title = {Advances and Open Problems in Federated Learning},
journal = {CoRR},
volume = {abs/1912.04977},
year = {2019},
url = {http://arxiv.org/abs/1912.04977},
eprinttype = {arXiv},
eprint = {1912.04977},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12481,
author = {Ali Sabet and
Prakhar Gupta and
Jean{-}Baptiste Cordonnier and
Robert West and
Martin Jaggi},
title = {Robust Cross-lingual Embeddings from Parallel Sentences},
journal = {CoRR},
volume = {abs/1912.12481},
year = {2019},
url = {http://arxiv.org/abs/1912.12481},
eprinttype = {arXiv},
eprint = {1912.12481},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/dAspremontGJ18,
author = {Alexandre d'Aspremont and
Crist{\'{o}}bal Guzm{\'{a}}n and
Martin Jaggi},
title = {Optimal Affine-Invariant Smooth Minimization Algorithms},
journal = {{SIAM} J. Optim.},
volume = {28},
number = {3},
pages = {2384--2405},
year = {2018},
url = {https://doi.org/10.1137/17M1116842},
doi = {10.1137/17M1116842},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/dAspremontGJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KarimireddySJ18,
author = {Sai Praneeth Reddy Karimireddy and
Sebastian U. Stich and
Martin Jaggi},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Adaptive balancing of gradient and update computation times using
global geometry and approximate subproblems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1204--1213},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/karimireddy18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KarimireddySJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/Bennani-SmiresM18,
author = {Kamil Bennani{-}Smires and
Claudiu Musat and
Andreea Hossmann and
Michael Baeriswyl and
Martin Jaggi},
editor = {Anna Korhonen and
Ivan Titov},
title = {Simple Unsupervised Keyphrase Extraction using Sentence Embeddings},
booktitle = {Proceedings of the 22nd Conference on Computational Natural Language
Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1,
2018},
pages = {221--229},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/k18-1022},
doi = {10.18653/V1/K18-1022},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conll/Bennani-SmiresM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DunnerLGBHJ18,
author = {Celestine D{\"{u}}nner and
Aur{\'{e}}lien Lucchi and
Matilde Gargiani and
An Bian and
Thomas Hofmann and
Martin Jaggi},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {A Distributed Second-Order Algorithm You Can Trust},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1357--1365},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/duenner18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/DunnerLGBHJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LocatelloRKRSSJ18,
author = {Francesco Locatello and
Anant Raj and
Sai Praneeth Karimireddy and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Sebastian U. Stich and
Martin Jaggi},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {On Matching Pursuit and Coordinate Descent},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3204--3213},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/locatello18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LocatelloRKRSSJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PagliardiniGJ18,
author = {Matteo Pagliardini and
Prakhar Gupta and
Martin Jaggi},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram
Features},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {528--540},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1049},
doi = {10.18653/V1/N18-1049},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PagliardiniGJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DrumondLJF18,
author = {Mario Drumond and
Tao Lin and
Martin Jaggi and
Babak Falsafi},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Training DNNs with Hybrid Block Floating Point},
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 = {451--461},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/6a9aeddfc689c1d0e3b9ccc3ab651bc5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DrumondLJF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StichCJ18,
author = {Sebastian U. Stich and
Jean{-}Baptiste Cordonnier and
Martin Jaggi},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Sparsified {SGD} with Memory},
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 = {4452--4463},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/b440509a0106086a67bc2ea9df0a1dab-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/StichCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeBJ18,
author = {Lie He and
An Bian and
Martin Jaggi},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {{COLA:} Decentralized Linear Learning},
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 = {4541--4551},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/05a70454516ecd9194c293b0e415777f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HeBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04470,
author = {Kamil Bennani{-}Smires and
Claudiu Musat and
Martin Jaggi and
Andreea Hossmann and
Michael Baeriswyl},
title = {EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings},
journal = {CoRR},
volume = {abs/1801.04470},
year = {2018},
url = {http://arxiv.org/abs/1801.04470},
eprinttype = {arXiv},
eprint = {1801.04470},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09539,
author = {Francesco Locatello and
Anant Raj and
Sai Praneeth Karimireddy and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Sebastian U. Stich and
Martin Jaggi},
title = {Revisiting First-Order Convex Optimization Over Linear Spaces},
journal = {CoRR},
volume = {abs/1803.09539},
year = {2018},
url = {http://arxiv.org/abs/1803.09539},
eprinttype = {arXiv},
eprint = {1803.09539},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-01526,
author = {Mario Drumond and
Tao Lin and
Martin Jaggi and
Babak Falsafi},
title = {End-to-End {DNN} Training with Block Floating Point Arithmetic},
journal = {CoRR},
volume = {abs/1804.01526},
year = {2018},
url = {http://arxiv.org/abs/1804.01526},
eprinttype = {arXiv},
eprint = {1804.01526},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-01526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00413,
author = {Sai Praneeth Karimireddy and
Sebastian U. Stich and
Martin Jaggi},
title = {Global linear convergence of Newton's method without strong-convexity
or Lipschitz gradients},
journal = {CoRR},
volume = {abs/1806.00413},
year = {2018},
url = {http://arxiv.org/abs/1806.00413},
eprinttype = {arXiv},
eprint = {1806.00413},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07569,
author = {Celestine D{\"{u}}nner and
Aur{\'{e}}lien Lucchi and
Matilde Gargiani and
An Bian and
Thomas Hofmann and
Martin Jaggi},
title = {A Distributed Second-Order Algorithm You Can Trust},
journal = {CoRR},
volume = {abs/1806.07569},
year = {2018},
url = {http://arxiv.org/abs/1806.07569},
eprinttype = {arXiv},
eprint = {1806.07569},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04883,
author = {Lie He and
An Bian and
Martin Jaggi},
title = {{COLA:} Communication-Efficient Decentralized Linear Learning},
journal = {CoRR},
volume = {abs/1808.04883},
year = {2018},
url = {http://arxiv.org/abs/1808.04883},
eprinttype = {arXiv},
eprint = {1808.04883},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-07217,
author = {Tao Lin and
Sebastian U. Stich and
Martin Jaggi},
title = {Don't Use Large Mini-Batches, Use Local {SGD}},
journal = {CoRR},
volume = {abs/1808.07217},
year = {2018},
url = {http://arxiv.org/abs/1808.07217},
eprinttype = {arXiv},
eprint = {1808.07217},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-07217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09663,
author = {Sidak Pal Singh and
Andreas Hug and
Aymeric Dieuleveut and
Martin Jaggi},
title = {Wasserstein is all you need},
journal = {CoRR},
volume = {abs/1808.09663},
year = {2018},
url = {http://arxiv.org/abs/1808.09663},
eprinttype = {arXiv},
eprint = {1808.09663},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07599,
author = {Sebastian U. Stich and
Jean{-}Baptiste Cordonnier and
Martin Jaggi},
title = {Sparsified {SGD} with Memory},
journal = {CoRR},
volume = {abs/1809.07599},
year = {2018},
url = {http://arxiv.org/abs/1809.07599},
eprinttype = {arXiv},
eprint = {1809.07599},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07599.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06999,
author = {Sai Praneeth Karimireddy and
Anastasia Koloskova and
Sebastian U. Stich and
Martin Jaggi},
title = {Efficient Greedy Coordinate Descent for Composite Problems},
journal = {CoRR},
volume = {abs/1810.06999},
year = {2018},
url = {http://arxiv.org/abs/1810.06999},
eprinttype = {arXiv},
eprint = {1810.06999},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SmithFMTJJ17,
author = {Virginia Smith and
Simone Forte and
Chenxin Ma and
Martin Tak{\'{a}}c and
Michael I. Jordan and
Martin Jaggi},
title = {CoCoA: {A} General Framework for Communication-Efficient Distributed
Optimization},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {230:1--230:49},
year = {2017},
url = {http://jmlr.org/papers/v18/16-512.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/SmithFMTJJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/MaKJSJRT17,
author = {Chenxin Ma and
Jakub Kone{\v{c}}n{\'y} and
Martin Jaggi and
Virginia Smith and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Distributed optimization with arbitrary local solvers},
journal = {Optim. Methods Softw.},
volume = {32},
number = {4},
pages = {813--848},
year = {2017},
url = {https://doi.org/10.1080/10556788.2016.1278445},
doi = {10.1080/10556788.2016.1278445},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/MaKJSJRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/KaiserWLJHS17,
author = {Pascal Kaiser and
Jan Dirk Wegner and
Aur{\'{e}}lien Lucchi and
Martin Jaggi and
Thomas Hofmann and
Konrad Schindler},
title = {Learning Aerial Image Segmentation From Online Maps},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {11},
pages = {6054--6068},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2017.2719738},
doi = {10.1109/TGRS.2017.2719738},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/KaiserWLJHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FangJA17,
author = {Tina Fang and
Martin Jaggi and
Katerina J. Argyraki},
editor = {Allyson Ettinger and
Spandana Gella and
Matthieu Labeau and
Cecilia Ovesdotter Alm and
Marine Carpuat and
Mark Dredze},
title = {Generating Steganographic Text with LSTMs},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Student
Research Workshop},
pages = {100--106},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-3017},
doi = {10.18653/V1/P17-3017},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/FangJA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LocatelloKTJ17,
author = {Francesco Locatello and
Rajiv Khanna and
Michael Tschannen and
Martin Jaggi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe},
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 = {860--868},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/locatello17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LocatelloKTJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PerekrestenkoCJ17,
author = {Dmytro Perekrestenko and
Volkan Cevher and
Martin Jaggi},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Faster Coordinate Descent via Adaptive Importance Sampling},
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 = {869--877},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/perekrestenko17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PerekrestenkoCJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StichRJ17,
author = {Sebastian U. Stich and
Anant Raj and
Martin Jaggi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Approximate Steepest Coordinate Descent},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3251--3259},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/stich17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/StichRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LocatelloTRJ17,
author = {Francesco Locatello and
Michael Tschannen and
Gunnar R{\"{a}}tsch and
Martin Jaggi},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Greedy Algorithms for Cone Constrained Optimization with Convergence
Guarantees},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {773--784},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/63538fe6ef330c13a05a3ed7e599d5f7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/LocatelloTRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DunnerPJ17,
author = {Celestine D{\"{u}}nner and
Thomas P. Parnell and
Martin Jaggi},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Efficient Use of Limited-Memory Accelerators for Linear Learning on
Heterogeneous Systems},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4258--4267},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/e0f7a4d0ef9b84b83b693bbf3feb8e6e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DunnerPJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StichRJ17,
author = {Sebastian U. Stich and
Anant Raj and
Martin Jaggi},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Safe Adaptive Importance Sampling},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4381--4391},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/1177967c7957072da3dc1db4ceb30e7a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/StichRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DeriuLLSMCHJ17,
author = {Jan Deriu and
Aur{\'{e}}lien Lucchi and
Valeria De Luca and
Aliaksei Severyn and
Simon M{\"{u}}ller and
Mark Cieliebak and
Thomas Hofmann and
Martin Jaggi},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Leveraging Large Amounts of Weakly Supervised Data for Multi-Language
Sentiment Classification},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {1045--1052},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052611},
doi = {10.1145/3038912.3052611},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DeriuLLSMCHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LocatelloKTJ17,
author = {Francesco Locatello and
Rajiv Khanna and
Michael Tschannen and
Martin Jaggi},
title = {A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe},
journal = {CoRR},
volume = {abs/1702.06457},
year = {2017},
url = {http://arxiv.org/abs/1702.06457},
eprinttype = {arXiv},
eprint = {1702.06457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LocatelloKTJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DeriuLLSMCHJ17,
author = {Jan Deriu and
Aur{\'{e}}lien Lucchi and
Valeria De Luca and
Aliaksei Severyn and
Simon M{\"{u}}ller and
Mark Cieliebak and
Thomas Hofmann and
Martin Jaggi},
title = {Leveraging Large Amounts of Weakly Supervised Data for Multi-Language
Sentiment Classification},
journal = {CoRR},
volume = {abs/1703.02504},
year = {2017},
url = {http://arxiv.org/abs/1703.02504},
eprinttype = {arXiv},
eprint = {1703.02504},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DeriuLLSMCHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PagliardiniGJ17,
author = {Matteo Pagliardini and
Prakhar Gupta and
Martin Jaggi},
title = {Unsupervised Learning of Sentence Embeddings using Compositional n-Gram
Features},
journal = {CoRR},
volume = {abs/1703.02507},
year = {2017},
url = {http://arxiv.org/abs/1703.02507},
eprinttype = {arXiv},
eprint = {1703.02507},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PagliardiniGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerekrestenkoCJ17,
author = {Dmytro Perekrestenko and
Volkan Cevher and
Martin Jaggi},
title = {Faster Coordinate Descent via Adaptive Importance Sampling},
journal = {CoRR},
volume = {abs/1703.02518},
year = {2017},
url = {http://arxiv.org/abs/1703.02518},
eprinttype = {arXiv},
eprint = {1703.02518},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerekrestenkoCJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FangJA17,
author = {Tina Fang and
Martin Jaggi and
Katerina J. Argyraki},
title = {Generating Steganographic Text with LSTMs},
journal = {CoRR},
volume = {abs/1705.10742},
year = {2017},
url = {http://arxiv.org/abs/1705.10742},
eprinttype = {arXiv},
eprint = {1705.10742},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FangJA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LocatelloTRJ17,
author = {Francesco Locatello and
Michael Tschannen and
Gunnar R{\"{a}}tsch and
Martin Jaggi},
title = {Greedy Algorithms for Cone Constrained Optimization with Convergence
Guarantees},
journal = {CoRR},
volume = {abs/1705.11041},
year = {2017},
url = {http://arxiv.org/abs/1705.11041},
eprinttype = {arXiv},
eprint = {1705.11041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LocatelloTRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StichRJ17,
author = {Sebastian U. Stich and
Anant Raj and
Martin Jaggi},
title = {Approximate Steepest Coordinate Descent},
journal = {CoRR},
volume = {abs/1706.08427},
year = {2017},
url = {http://arxiv.org/abs/1706.08427},
eprinttype = {arXiv},
eprint = {1706.08427},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StichRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LangovoyGJS17,
author = {Mikhail A. Langovoy and
Akhilesh Gotmare and
Martin Jaggi and
Suvrit Sra},
title = {Unsupervised robust nonparametric learning of hidden community properties},
journal = {CoRR},
volume = {abs/1707.03494},
year = {2017},
url = {http://arxiv.org/abs/1707.03494},
eprinttype = {arXiv},
eprint = {1707.03494},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LangovoyGJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KaiserWLJHS17,
author = {Pascal Kaiser and
Jan Dirk Wegner and
Aur{\'{e}}lien Lucchi and
Martin Jaggi and
Thomas Hofmann and
Konrad Schindler},
title = {Learning Aerial Image Segmentation from Online Maps},
journal = {CoRR},
volume = {abs/1707.06879},
year = {2017},
url = {http://arxiv.org/abs/1707.06879},
eprinttype = {arXiv},
eprint = {1707.06879},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KaiserWLJHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05357,
author = {Celestine D{\"{u}}nner and
Thomas P. Parnell and
Martin Jaggi},
title = {Efficient Use of Limited-Memory Resources to Accelerate Linear Learning},
journal = {CoRR},
volume = {abs/1708.05357},
year = {2017},
url = {http://arxiv.org/abs/1708.05357},
eprinttype = {arXiv},
eprint = {1708.05357},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02637,
author = {Sebastian U. Stich and
Anant Raj and
Martin Jaggi},
title = {Safe Adaptive Importance Sampling},
journal = {CoRR},
volume = {abs/1711.02637},
year = {2017},
url = {http://arxiv.org/abs/1711.02637},
eprinttype = {arXiv},
eprint = {1711.02637},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05305,
author = {Chenxin Ma and
Martin Jaggi and
Frank E. Curtis and
Nathan Srebro and
Martin Tak{\'{a}}c},
title = {An Accelerated Communication-Efficient Primal-Dual Optimization Framework
for Structured Machine Learning},
journal = {CoRR},
volume = {abs/1711.05305},
year = {2017},
url = {http://arxiv.org/abs/1711.05305},
eprinttype = {arXiv},
eprint = {1711.05305},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/SprengelJKH16,
author = {Elias Sprengel and
Martin Jaggi and
Yannic Kilcher and
Thomas Hofmann},
editor = {Krisztian Balog and
Linda Cappellato and
Nicola Ferro and
Craig Macdonald},
title = {Audio Based Bird Species Identification using Deep Learning Techniques},
booktitle = {Working Notes of {CLEF} 2016 - Conference and Labs of the Evaluation
forum, {\'{E}}vora, Portugal, 5-8 September, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1609},
pages = {547--559},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1609/16090547.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:40 +0100},
biburl = {https://dblp.org/rec/conf/clef/SprengelJKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DunnerFTJ16,
author = {Celestine D{\"{u}}nner and
Simone Forte and
Martin Tak{\'{a}}c and
Martin Jaggi},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Primal-Dual Rates and Certificates},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {783--792},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/dunner16.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DunnerFTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/DeriuGULLJ16,
author = {Jan Deriu and
Maurice Gonzenbach and
Fatih Uzdilli and
Aur{\'{e}}lien Lucchi and
Valeria De Luca and
Martin Jaggi},
editor = {Steven Bethard and
Daniel M. Cer and
Marine Carpuat and
David Jurgens and
Preslav Nakov and
Torsten Zesch},
title = {SwissCheese at SemEval-2016 Task 4: Sentiment Classification Using
an Ensemble of Convolutional Neural Networks with Distant Supervision},
booktitle = {Proceedings of the 10th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016},
pages = {1124--1128},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/s16-1173},
doi = {10.18653/V1/S16-1173},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/semeval/DeriuGULLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhannaTJ16,
author = {Rajiv Khanna and
Michael Tschannen and
Martin Jaggi},
title = {Pursuits in Structured Non-Convex Matrix Factorizations},
journal = {CoRR},
volume = {abs/1602.04208},
year = {2016},
url = {http://arxiv.org/abs/1602.04208},
eprinttype = {arXiv},
eprint = {1602.04208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhannaTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DunnerFTJ16,
author = {Celestine D{\"{u}}nner and
Simone Forte and
Martin Tak{\'{a}}c and
Martin Jaggi},
title = {Primal-Dual Rates and Certificates},
journal = {CoRR},
volume = {abs/1602.05205},
year = {2016},
url = {http://arxiv.org/abs/1602.05205},
eprinttype = {arXiv},
eprint = {1602.05205},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DunnerFTJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RajOGSJ16,
author = {Anant Raj and
Jakob Olbrich and
Bernd G{\"{a}}rtner and
Bernhard Sch{\"{o}}lkopf and
Martin Jaggi},
title = {Screening Rules for Convex Problems},
journal = {CoRR},
volume = {abs/1609.07478},
year = {2016},
url = {http://arxiv.org/abs/1609.07478},
eprinttype = {arXiv},
eprint = {1609.07478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RajOGSJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SmithFMTJJ16,
author = {Virginia Smith and
Simone Forte and
Chenxin Ma and
Martin Tak{\'{a}}c and
Michael I. Jordan and
Martin Jaggi},
title = {CoCoA: {A} General Framework for Communication-Efficient Distributed
Optimization},
journal = {CoRR},
volume = {abs/1611.02189},
year = {2016},
url = {http://arxiv.org/abs/1611.02189},
eprinttype = {arXiv},
eprint = {1611.02189},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SmithFMTJJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaSJJRT15,
author = {Chenxin Ma and
Virginia Smith and
Martin Jaggi and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
editor = {Francis R. Bach and
David M. Blei},
title = {Adding vs. Averaging in Distributed Primal-Dual Optimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1973--1982},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/mab15.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MaSJJRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Lacoste-JulienJ15,
author = {Simon Lacoste{-}Julien and
Martin Jaggi},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {On the Global Linear Convergence of Frank-Wolfe Optimization Variants},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {496--504},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/c058f544c737782deacefa532d9add4c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Lacoste-JulienJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/UzdilliJEJDC15,
author = {Fatih Uzdilli and
Martin Jaggi and
Dominic Egger and
Pascal Julmy and
Leon Derczynski and
Mark Cieliebak},
editor = {Daniel M. Cer and
David Jurgens and
Preslav Nakov and
Torsten Zesch},
title = {Swiss-Chocolate: Combining Flipout Regularization and Random Forests
with Artificially Built Subsystems to Boost Text-Classification for
Sentiment},
booktitle = {Proceedings of the 9th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2015, Denver, Colorado, USA, June 4-5, 2015},
pages = {608--612},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/s15-2101},
doi = {10.18653/V1/S15-2101},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/UzdilliJEJDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaSJJRT15,
author = {Chenxin Ma and
Virginia Smith and
Martin Jaggi and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Adding vs. Averaging in Distributed Primal-Dual Optimization},
journal = {CoRR},
volume = {abs/1502.03508},
year = {2015},
url = {http://arxiv.org/abs/1502.03508},
eprinttype = {arXiv},
eprint = {1502.03508},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaSJJRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lacoste-JulienJ15,
author = {Simon Lacoste{-}Julien and
Martin Jaggi},
title = {On the Global Linear Convergence of Frank-Wolfe Optimization Variants},
journal = {CoRR},
volume = {abs/1511.05932},
year = {2015},
url = {http://arxiv.org/abs/1511.05932},
eprinttype = {arXiv},
eprint = {1511.05932},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lacoste-JulienJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SmithFJJ15,
author = {Virginia Smith and
Simone Forte and
Michael I. Jordan and
Martin Jaggi},
title = {L1-Regularized Distributed Optimization: {A} Communication-Efficient
Primal-Dual Framework},
journal = {CoRR},
volume = {abs/1512.04011},
year = {2015},
url = {http://arxiv.org/abs/1512.04011},
eprinttype = {arXiv},
eprint = {1512.04011},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SmithFJJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaKJSJRT15,
author = {Chenxin Ma and
Jakub Kone{\v{c}}n{\'y} and
Martin Jaggi and
Virginia Smith and
Michael I. Jordan and
Peter Richt{\'{a}}rik and
Martin Tak{\'{a}}c},
title = {Distributed Optimization with Arbitrary Local Solvers},
journal = {CoRR},
volume = {abs/1512.04039},
year = {2015},
url = {http://arxiv.org/abs/1512.04039},
eprinttype = {arXiv},
eprint = {1512.04039},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaKJSJRT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JaggiSTTKHJ14,
author = {Martin Jaggi and
Virginia Smith and
Martin Tak{\'{a}}c and
Jonathan Terhorst and
Sanjay Krishnan and
Thomas Hofmann and
Michael I. Jordan},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Communication-Efficient Distributed Dual Coordinate Ascent},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3068--3076},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/894b77f805bd94d292574c38c5d628d5-Abstract.html},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JaggiSTTKHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/JaggiUC14,
author = {Martin Jaggi and
Fatih Uzdilli and
Mark Cieliebak},
editor = {Preslav Nakov and
Torsten Zesch},
title = {Swiss-Chocolate: Sentiment Detection using Sparse SVMs and Part-Of-Speech
n-Grams},
booktitle = {Proceedings of the 8th International Workshop on Semantic Evaluation,
SemEval@COLING 2014, Dublin, Ireland, August 23-24, 2014},
pages = {601--604},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/s14-2105},
doi = {10.3115/V1/S14-2105},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/JaggiUC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JaggiSTTKHJ14,
author = {Martin Jaggi and
Virginia Smith and
Martin Tak{\'{a}}c and
Jonathan Terhorst and
Sanjay Krishnan and
Thomas Hofmann and
Michael I. Jordan},
title = {Communication-Efficient Distributed Dual Coordinate Ascent},
journal = {CoRR},
volume = {abs/1409.1458},
year = {2014},
url = {http://arxiv.org/abs/1409.1458},
eprinttype = {arXiv},
eprint = {1409.1458},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JaggiSTTKHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lacoste-JulienJSP13,
author = {Simon Lacoste{-}Julien and
Martin Jaggi and
Mark Schmidt and
Patrick Pletscher},
title = {Block-Coordinate Frank-Wolfe Optimization for Structural SVMs},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {53--61},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/lacoste-julien13.html},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lacoste-JulienJSP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jaggi13,
author = {Martin Jaggi},
title = {Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {427--435},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/jaggi13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jaggi13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-1152,
author = {Martin Jaggi},
title = {An Equivalence between the Lasso and Support Vector Machines},
journal = {CoRR},
volume = {abs/1303.1152},
year = {2013},
url = {http://arxiv.org/abs/1303.1152},
eprinttype = {arXiv},
eprint = {1303.1152},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-1152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocg/GartnerJM12,
author = {Bernd G{\"{a}}rtner and
Martin Jaggi and
Cl{\'{e}}ment Maria},
title = {An Exponential Lower Bound on the Complexity of Regularization Paths},
journal = {J. Comput. Geom.},
volume = {3},
number = {1},
pages = {168--195},
year = {2012},
url = {https://doi.org/10.20382/jocg.v3i1a9},
doi = {10.20382/JOCG.V3I1A9},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocg/GartnerJM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talg/GiesenJL12,
author = {Joachim Giesen and
Martin Jaggi and
S{\"{o}}ren Laue},
title = {Approximating parameterized convex optimization problems},
journal = {{ACM} Trans. Algorithms},
volume = {9},
number = {1},
pages = {10:1--10:17},
year = {2012},
url = {https://doi.org/10.1145/2390176.2390186},
doi = {10.1145/2390176.2390186},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/talg/GiesenJL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esa/GiesenJL12,
author = {Joachim Giesen and
Martin Jaggi and
S{\"{o}}ren Laue},
editor = {Leah Epstein and
Paolo Ferragina},
title = {Optimizing over the Growing Spectrahedron},
booktitle = {Algorithms - {ESA} 2012 - 20th Annual European Symposium, Ljubljana,
Slovenia, September 10-12, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7501},
pages = {503--514},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33090-2\_44},
doi = {10.1007/978-3-642-33090-2\_44},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/esa/GiesenJL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GiesenJL12,
author = {Joachim Giesen and
Martin Jaggi and
S{\"{o}}ren Laue},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Regularization Paths with Guarantees for Convex Semidefinite Optimization},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {432--439},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/giesen12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GiesenJL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4747,
author = {Simon Lacoste{-}Julien and
Martin Jaggi and
Mark Schmidt and
Patrick Pletscher},
title = {Stochastic Block-Coordinate Frank-Wolfe Optimization for Structural
SVMs},
journal = {CoRR},
volume = {abs/1207.4747},
year = {2012},
url = {http://arxiv.org/abs/1207.4747},
eprinttype = {arXiv},
eprint = {1207.4747},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Jaggi11,
author = {Martin Jaggi},
title = {Sparse Convex Optimization Methods for Machine Learning},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2011},
url = {https://hdl.handle.net/20.500.11850/72811},
doi = {10.3929/ETHZ-A-007050453},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Jaggi11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-1170,
author = {Martin Jaggi},
title = {Convex Optimization without Projection Steps},
journal = {CoRR},
volume = {abs/1108.1170},
year = {2011},
url = {http://arxiv.org/abs/1108.1170},
eprinttype = {arXiv},
eprint = {1108.1170},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-1170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esa/GiesenJL10,
author = {Joachim Giesen and
Martin Jaggi and
S{\"{o}}ren Laue},
editor = {Mark de Berg and
Ulrich Meyer},
title = {Approximating Parameterized Convex Optimization Problems},
booktitle = {Algorithms - {ESA} 2010, 18th Annual European Symposium, Liverpool,
UK, September 6-8, 2010. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6346},
pages = {524--535},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15775-2\_45},
doi = {10.1007/978-3-642-15775-2\_45},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/esa/GiesenJL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JaggiS10,
author = {Martin Jaggi and
Marek Sulovsk{\'{y}}},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {A Simple Algorithm for Nuclear Norm Regularized Problems},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {471--478},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/196.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JaggiS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compgeom/GartnerJ09,
author = {Bernd G{\"{a}}rtner and
Martin Jaggi},
editor = {John Hershberger and
Efi Fogel},
title = {Coresets for polytope distance},
booktitle = {Proceedings of the 25th {ACM} Symposium on Computational Geometry,
Aarhus, Denmark, June 8-10, 2009},
pages = {33--42},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1542362.1542370},
doi = {10.1145/1542362.1542370},
timestamp = {Mon, 14 Jun 2021 16:24:56 +0200},
biburl = {https://dblp.org/rec/conf/compgeom/GartnerJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0903-4817,
author = {Bernd G{\"{a}}rtner and
Joachim Giesen and
Martin Jaggi},
title = {An Exponential Lower Bound on the Complexity of Regularization Paths},
journal = {CoRR},
volume = {abs/0903.4817},
year = {2009},
url = {http://arxiv.org/abs/0903.4817},
eprinttype = {arXiv},
eprint = {0903.4817},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0903-4817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0903-4856,
author = {Bernd G{\"{a}}rtner and
Joachim Giesen and
Martin Jaggi and
Torsten Welsch},
title = {A Combinatorial Algorithm to Compute Regularization Paths},
journal = {CoRR},
volume = {abs/0903.4856},
year = {2009},
url = {http://arxiv.org/abs/0903.4856},
eprinttype = {arXiv},
eprint = {0903.4856},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0903-4856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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