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ORCIDBibTeX records: Francis R. Bach
@article{DBLP:journals/siamjo/MarteauFereyBR24,
author = {Ulysse Marteau{-}Ferey and
Francis R. Bach and
Alessandro Rudi},
title = {Second Order Conditions to Decompose Smooth Functions as Sums of Squares},
journal = {{SIAM} J. Optim.},
volume = {34},
number = {1},
pages = {616--641},
year = {2024},
url = {https://doi.org/10.1137/22m1480914},
doi = {10.1137/22M1480914},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/MarteauFereyBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/TzenRRB23,
author = {Belinda Tzen and
Anant Raj and
Maxim Raginsky and
Francis R. Bach},
title = {Variational Principles for Mirror Descent and Mirror Langevin Dynamics},
journal = {{IEEE} Control. Syst. Lett.},
volume = {7},
pages = {1542--1547},
year = {2023},
url = {https://doi.org/10.1109/LCSYS.2023.3274069},
doi = {10.1109/LCSYS.2023.3274069},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/TzenRRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/BarreTB23,
author = {Mathieu Barr{\'{e}} and
Adrien B. Taylor and
Francis R. Bach},
title = {Principled analyses and design of first-order methods with inexact
proximal operators},
journal = {Math. Program.},
volume = {201},
number = {1},
pages = {185--230},
year = {2023},
url = {https://doi.org/10.1007/s10107-022-01903-7},
doi = {10.1007/S10107-022-01903-7},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/BarreTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/LambertBB23,
author = {Marc Lambert and
Silv{\`{e}}re Bonnabel and
Francis R. Bach},
title = {The limited-memory recursive variational Gaussian approximation {(L-RVGA)}},
journal = {Stat. Comput.},
volume = {33},
number = {3},
pages = {70},
year = {2023},
url = {https://doi.org/10.1007/s11222-023-10239-x},
doi = {10.1007/S11222-023-10239-X},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/LambertBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/MoucerTB23,
author = {C{\'{e}}line Moucer and
Adrien B. Taylor and
Francis R. Bach},
title = {A Systematic Approach to Lyapunov Analyses of Continuous-Time Models
in Convex Optimization},
journal = {{SIAM} J. Optim.},
volume = {33},
number = {3},
pages = {1558--1586},
year = {2023},
url = {https://doi.org/10.1137/22m1498486},
doi = {10.1137/22M1498486},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/MoucerTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/BachR23,
author = {Francis R. Bach and
Alessandro Rudi},
title = {Exponential Convergence of Sum-of-Squares Hierarchies for Trigonometric
Polynomials},
journal = {{SIAM} J. Optim.},
volume = {33},
number = {3},
pages = {2137--2159},
year = {2023},
url = {https://doi.org/10.1137/22m1540818},
doi = {10.1137/22M1540818},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/BachR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Bach23,
author = {Francis R. Bach},
title = {Information Theory With Kernel Methods},
journal = {{IEEE} Trans. Inf. Theory},
volume = {69},
number = {2},
pages = {752--775},
year = {2023},
url = {https://doi.org/10.1109/TIT.2022.3211077},
doi = {10.1109/TIT.2022.3211077},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/Bach23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OrvietoRKB23,
author = {Antonio Orvieto and
Anant Raj and
Hans Kersting and
Francis R. Bach},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Explicit Regularization in Overparametrized Models via Noise Injection},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7265--7287},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/orvieto23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OrvietoRKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StewartBBV23,
author = {Lawrence Stewart and
Francis R. Bach and
Quentin Berthet and
Jean{-}Philippe Vert},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Regression as Classification: Influence of Task Formulation on Neural
Network Features},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11563--11582},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/stewart23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StewartBBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Pillaud-VivienB23,
author = {Loucas Pillaud{-}Vivien and
Francis R. Bach},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {Kernelized Diffusion Maps},
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 = {5236--5259},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/pillaud-vivien23a.html},
timestamp = {Wed, 06 Sep 2023 17:49:05 +0200},
biburl = {https://dblp.org/rec/conf/colt/Pillaud-VivienB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gsi/LambertBB23,
author = {Marc Lambert and
Silv{\`{e}}re Bonnabel and
Francis R. Bach},
editor = {Frank Nielsen and
Fr{\'{e}}d{\'{e}}ric Barbaresco},
title = {Variational Gaussian Approximation of the Kushner Optimal Filter},
booktitle = {Geometric Science of Information - 6th International Conference, {GSI}
2023, St. Malo, France, August 30 - September 1, 2023, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14071},
pages = {395--404},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-38271-0\_39},
doi = {10.1007/978-3-031-38271-0\_39},
timestamp = {Mon, 14 Aug 2023 16:16:24 +0200},
biburl = {https://dblp.org/rec/conf/gsi/LambertBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JoudakiDB23,
author = {Amir Joudaki and
Hadi Daneshmand and
Francis R. Bach},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {On Bridging the Gap between Mean Field and Finite Width Deep Random
Multilayer Perceptron with Batch Normalization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {15388--15400},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/joudaki23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/JoudakiDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WoodworthMB23,
author = {Blake E. Woodworth and
Konstantin Mishchenko and
Francis R. Bach},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Two Losses Are Better Than One: Faster Optimization Using a Cheaper
Proxy},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {37273--37292},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/woodworth23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WoodworthMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JoudakiDB23,
author = {Amir Joudaki and
Hadi Daneshmand and
Francis R. Bach},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {On the impact of activation and normalization in obtaining isometric
embeddings at initialization},
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/7d535a224c8ae54ba75bac0457b6b279-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JoudakiDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StewartBLB23,
author = {Lawrence Stewart and
Francis R. Bach and
Felipe Llinares{-}L{\'{o}}pez and
Quentin Berthet},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Differentiable Clustering with Perturbed Spanning Forests},
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/637a456d89289769ac1ab29617ef7213-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/StewartBLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03459,
author = {Francis R. Bach},
title = {On the relationship between multivariate splines and infinitely-wide
neural networks},
journal = {CoRR},
volume = {abs/2302.03459},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03459},
doi = {10.48550/ARXIV.2302.03459},
eprinttype = {arXiv},
eprint = {2302.03459},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03542,
author = {Blake E. Woodworth and
Konstantin Mishchenko and
Francis R. Bach},
title = {Two Losses Are Better Than One: Faster Optimization Using a Cheaper
Proxy},
journal = {CoRR},
volume = {abs/2302.03542},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03542},
doi = {10.48550/ARXIV.2302.03542},
eprinttype = {arXiv},
eprint = {2302.03542},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06757,
author = {Loucas Pillaud{-}Vivien and
Francis R. Bach},
title = {Kernelized Diffusion maps},
journal = {CoRR},
volume = {abs/2302.06757},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06757},
doi = {10.48550/ARXIV.2302.06757},
eprinttype = {arXiv},
eprint = {2302.06757},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01372,
author = {Francis R. Bach},
title = {High-dimensional analysis of double descent for linear regression
with random projections},
journal = {CoRR},
volume = {abs/2303.01372},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01372},
doi = {10.48550/ARXIV.2303.01372},
eprinttype = {arXiv},
eprint = {2303.01372},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03237,
author = {David Holzm{\"{u}}ller and
Francis R. Bach},
title = {Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation},
journal = {CoRR},
volume = {abs/2303.03237},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.03237},
doi = {10.48550/ARXIV.2303.03237},
eprinttype = {arXiv},
eprint = {2303.03237},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-03237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09532,
author = {Belinda Tzen and
Anant Raj and
Maxim Raginsky and
Francis R. Bach},
title = {Variational Principles for Mirror Descent and Mirror Langevin Dynamics},
journal = {CoRR},
volume = {abs/2303.09532},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09532},
doi = {10.48550/ARXIV.2303.09532},
eprinttype = {arXiv},
eprint = {2303.09532},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11669,
author = {Saeed Saremi and
Rupesh Kumar Srivastava and
Francis R. Bach},
title = {Universal Smoothed Score Functions for Generative Modeling},
journal = {CoRR},
volume = {abs/2303.11669},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11669},
doi = {10.48550/ARXIV.2303.11669},
eprinttype = {arXiv},
eprint = {2303.11669},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14195,
author = {Marc Lambert and
Silv{\`{e}}re Bonnabel and
Francis R. Bach},
title = {The limited-memory recursive variational Gaussian approximation {(L-RVGA)}},
journal = {CoRR},
volume = {abs/2303.14195},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14195},
doi = {10.48550/ARXIV.2303.14195},
eprinttype = {arXiv},
eprint = {2303.14195},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16358,
author = {Lawrence Stewart and
Francis R. Bach and
Felipe Llinares{-}L{\'{o}}pez and
Quentin Berthet},
title = {Differentiable Clustering with Perturbed Spanning Forests},
journal = {CoRR},
volume = {abs/2305.16358},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16358},
doi = {10.48550/ARXIV.2305.16358},
eprinttype = {arXiv},
eprint = {2305.16358},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18399,
author = {Amir Joudaki and
Hadi Daneshmand and
Francis R. Bach},
title = {On the impact of activation and normalization in obtaining isometric
embeddings at initialization},
journal = {CoRR},
volume = {abs/2305.18399},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18399},
doi = {10.48550/ARXIV.2305.18399},
eprinttype = {arXiv},
eprint = {2305.18399},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19473,
author = {Saeed Saremi and
Ji Won Park and
Francis R. Bach},
title = {Chain of Log-Concave Markov Chains},
journal = {CoRR},
volume = {abs/2305.19473},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19473},
doi = {10.48550/ARXIV.2305.19473},
eprinttype = {arXiv},
eprint = {2305.19473},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16255,
author = {Francis R. Bach and
Elisabetta Cornacchia and
Luca Pesce and
Giovanni Piccioli},
title = {Theory and applications of the Sum-Of-Squares technique},
journal = {CoRR},
volume = {abs/2306.16255},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16255},
doi = {10.48550/ARXIV.2306.16255},
eprinttype = {arXiv},
eprint = {2306.16255},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01859,
author = {Marc Lambert and
Silv{\`{e}}re Bonnabel and
Francis R. Bach},
title = {Variational Gaussian approximation of the Kushner optimal filter},
journal = {CoRR},
volume = {abs/2310.01859},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01859},
doi = {10.48550/ARXIV.2310.01859},
eprinttype = {arXiv},
eprint = {2310.01859},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12436,
author = {Eugene Berta and
Francis R. Bach and
Michael I. Jordan},
title = {Classifier Calibration with ROC-Regularized Isotonic Regression},
journal = {CoRR},
volume = {abs/2311.12436},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12436},
doi = {10.48550/ARXIV.2311.12436},
eprinttype = {arXiv},
eprint = {2311.12436},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ojmo/BarreTB22,
author = {Mathieu Barr{\'{e}} and
Adrien B. Taylor and
Francis R. Bach},
title = {A note on approximate accelerated forward-backward methods with absolute
and relative errors, and possibly strongly convex objectives},
journal = {Open J. Math. Optim.},
volume = {3},
pages = {1--15},
year = {2022},
url = {https://doi.org/10.5802/ojmo.12},
doi = {10.5802/OJMO.12},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ojmo/BarreTB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ojmo/SunB22,
author = {Yifan Sun and
Francis R. Bach},
title = {Screening for a Reweighted Penalized Conditional Gradient Method},
journal = {Open J. Math. Optim.},
volume = {3},
pages = {1--35},
year = {2022},
url = {https://doi.org/10.5802/ojmo.14},
doi = {10.5802/OJMO.14},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ojmo/SunB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/RyffelTPB22,
author = {Th{\'{e}}o Ryffel and
Pierre Tholoniat and
David Pointcheval and
Francis R. Bach},
title = {AriaNN: Low-Interaction Privacy-Preserving Deep Learning via Function
Secret Sharing},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2022},
number = {1},
pages = {291--316},
year = {2022},
url = {https://doi.org/10.2478/popets-2022-0015},
doi = {10.2478/POPETS-2022-0015},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/popets/RyffelTPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/LambertBB22,
author = {Marc Lambert and
Silv{\`{e}}re Bonnabel and
Francis R. Bach},
title = {The recursive variational Gaussian approximation {(R-VGA)}},
journal = {Stat. Comput.},
volume = {32},
number = {1},
pages = {10},
year = {2022},
url = {https://doi.org/10.1007/s11222-021-10068-w},
doi = {10.1007/S11222-021-10068-W},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/LambertBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DefossezBBU22,
author = {Alexandre D{\'{e}}fossez and
L{\'{e}}on Bottou and
Francis R. Bach and
Nicolas Usunier},
title = {A Simple Convergence Proof of Adam and Adagrad},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=ZPQhzTSWA7},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DefossezBBU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Marteau-FereyBR22,
author = {Ulysse Marteau{-}Ferey and
Francis R. Bach and
Alessandro Rudi},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Sampling from Arbitrary Functions via {PSD} Models},
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 = {2823--2861},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/marteau-ferey22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Marteau-FereyBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NowakRB22,
author = {Alex Nowak and
Alessandro Rudi and
Francis R. Bach},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {On the Consistency of Max-Margin Losses},
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 = {4612--4633},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/nowak22a.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NowakRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BerthierCRB22,
author = {Elo{\"{\i}}se Berthier and
Justin Carpentier and
Alessandro Rudi and
Francis R. Bach},
title = {Infinite-Dimensional Sums-of-Squares for Optimal Control},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {577--582},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992396},
doi = {10.1109/CDC51059.2022.9992396},
timestamp = {Wed, 18 Jan 2023 15:37:37 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BerthierCRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/LambertBB22,
author = {Marc Lambert and
Silv{\`{e}}re Bonnabel and
Francis R. Bach},
title = {The continuous-discrete variational Kalman filter {(CD-VKF)}},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {6632--6639},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992993},
doi = {10.1109/CDC51059.2022.9992993},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdc/LambertBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/WoodworthBR22,
author = {Blake E. Woodworth and
Francis R. Bach and
Alessandro Rudi},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Non-Convex Optimization with Certificates and Fast Rates Through Kernel
Sums of Squares},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {4620--4642},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/woodworth22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/WoodworthBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OrvietoKPBL22,
author = {Antonio Orvieto and
Hans Kersting and
Frank Proske and
Francis R. Bach and
Aur{\'{e}}lien Lucchi},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Anticorrelated Noise Injection for Improved Generalization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {17094--17116},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/orvieto22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/OrvietoKPBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajB22,
author = {Anant Raj and
Francis R. Bach},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Convergence of Uncertainty Sampling for Active Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {18310--18331},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/raj22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RajB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerthierKB22,
author = {Elo{\"{\i}}se Berthier and
Ziad Kobeissi and
Francis R. Bach},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Non-asymptotic Analysis of Non-parametric Temporal-Difference 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/32246544c237164c365c0527b677a79a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BerthierKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CabannesBPR22,
author = {Vivien Cabannes and
Francis R. Bach and
Vianney Perchet and
Alessandro Rudi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Active Labeling: Streaming Stochastic Gradients},
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/6fee03d84375a159ecd3769ebbacae83-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CabannesBPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Dubois-TaineBBT22,
author = {Benjamin Dubois{-}Taine and
Francis R. Bach and
Quentin Berthet and
Adrien B. Taylor},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe
Algorithm under Parallelization},
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/d903c4bb4e77f5de1ec92da2cf9dc8db-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Dubois-TaineBBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LambertCBBR22,
author = {Marc Lambert and
Sinho Chewi and
Francis R. Bach and
Silv{\`{e}}re Bonnabel and
Philippe Rigollet},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Variational inference via Wasserstein gradient flows},
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/5d087955ee13fe9a7402eedec879b9c3-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LambertCBBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LucchiPOBK22,
author = {Aur{\'{e}}lien Lucchi and
Frank Proske and
Antonio Orvieto and
Francis R. Bach and
Hans Kersting},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On the Theoretical Properties of Noise Correlation in Stochastic Optimization},
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/5bed8703db85ab27dc32f6a42f8fbdb6-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LucchiPOBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MishchenkoBEW22,
author = {Konstantin Mishchenko and
Francis R. Bach and
Mathieu Even and
Blake E. Woodworth},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Asynchronous {SGD} Beats Minibatch {SGD} Under Arbitrary Delays},
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/029df12a9363313c3e41047844ecad94-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MishchenkoBEW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11980,
author = {Th{\'{e}}o Ryffel and
Francis R. Bach and
David Pointcheval},
title = {Differential Privacy Guarantees for Stochastic Gradient Langevin Dynamics},
journal = {CoRR},
volume = {abs/2201.11980},
year = {2022},
url = {https://arxiv.org/abs/2201.11980},
eprinttype = {arXiv},
eprint = {2201.11980},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02831,
author = {Antonio Orvieto and
Hans Kersting and
Frank Proske and
Francis R. Bach and
Aur{\'{e}}lien Lucchi},
title = {Anticorrelated Noise Injection for Improved Generalization},
journal = {CoRR},
volume = {abs/2202.02831},
year = {2022},
url = {https://arxiv.org/abs/2202.02831},
eprinttype = {arXiv},
eprint = {2202.02831},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07960,
author = {Ziad Kobeissi and
Francis R. Bach},
title = {On a Variance Reduction Correction of the Temporal Difference for
Policy Evaluation in the Stochastic Continuous Setting},
journal = {CoRR},
volume = {abs/2202.07960},
year = {2022},
url = {https://arxiv.org/abs/2202.07960},
eprinttype = {arXiv},
eprint = {2202.07960},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08545,
author = {Francis R. Bach},
title = {Information Theory with Kernel Methods},
journal = {CoRR},
volume = {abs/2202.08545},
year = {2022},
url = {https://arxiv.org/abs/2202.08545},
eprinttype = {arXiv},
eprint = {2202.08545},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04970,
author = {Blake E. Woodworth and
Francis R. Bach and
Alessandro Rudi},
title = {Non-Convex Optimization with Certificates and Fast Rates Through Kernel
Sums of Squares},
journal = {CoRR},
volume = {abs/2204.04970},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04970},
doi = {10.48550/ARXIV.2204.04970},
eprinttype = {arXiv},
eprint = {2204.04970},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07879,
author = {Hadi Daneshmand and
Francis R. Bach},
title = {Polynomial-time sparse measure recovery},
journal = {CoRR},
volume = {abs/2204.07879},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07879},
doi = {10.48550/ARXIV.2204.07879},
eprinttype = {arXiv},
eprint = {2204.07879},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12751,
author = {Benjamin Dubois{-}Taine and
Francis R. Bach and
Quentin Berthet and
Adrien B. Taylor},
title = {Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe
Algorithm under Parallelization},
journal = {CoRR},
volume = {abs/2205.12751},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12751},
doi = {10.48550/ARXIV.2205.12751},
eprinttype = {arXiv},
eprint = {2205.12751},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12772,
author = {C{\'{e}}line Moucer and
Adrien B. Taylor and
Francis R. Bach},
title = {A systematic approach to Lyapunov analyses of continuous-time models
in convex optimization},
journal = {CoRR},
volume = {abs/2205.12772},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12772},
doi = {10.48550/ARXIV.2205.12772},
eprinttype = {arXiv},
eprint = {2205.12772},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13076,
author = {Amir Joudaki and
Hadi Daneshmand and
Francis R. Bach},
title = {Entropy Maximization with Depth: {A} Variational Principle for Random
Neural Networks},
journal = {CoRR},
volume = {abs/2205.13076},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13076},
doi = {10.48550/ARXIV.2205.13076},
eprinttype = {arXiv},
eprint = {2205.13076},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13255,
author = {Vivien Cabannes and
Francis R. Bach and
Vianney Perchet and
Alessandro Rudi},
title = {Active Labeling: Streaming Stochastic Gradients},
journal = {CoRR},
volume = {abs/2205.13255},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13255},
doi = {10.48550/ARXIV.2205.13255},
eprinttype = {arXiv},
eprint = {2205.13255},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15902,
author = {Marc Lambert and
Sinho Chewi and
Francis R. Bach and
Silv{\`{e}}re Bonnabel and
Philippe Rigollet},
title = {Variational inference via Wasserstein gradient flows},
journal = {CoRR},
volume = {abs/2205.15902},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15902},
doi = {10.48550/ARXIV.2205.15902},
eprinttype = {arXiv},
eprint = {2205.15902},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04613,
author = {Antonio Orvieto and
Anant Raj and
Hans Kersting and
Francis R. Bach},
title = {Explicit Regularization in Overparametrized Models via Noise Injection},
journal = {CoRR},
volume = {abs/2206.04613},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04613},
doi = {10.48550/ARXIV.2206.04613},
eprinttype = {arXiv},
eprint = {2206.04613},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07638,
author = {Konstantin Mishchenko and
Francis R. Bach and
Mathieu Even and
Blake E. Woodworth},
title = {Asynchronous {SGD} Beats Minibatch {SGD} Under Arbitrary Delays},
journal = {CoRR},
volume = {abs/2206.07638},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07638},
doi = {10.48550/ARXIV.2206.07638},
eprinttype = {arXiv},
eprint = {2206.07638},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13285,
author = {Francis R. Bach},
title = {Sum-of-Squares Relaxations for Information Theory and Variational
Inference},
journal = {CoRR},
volume = {abs/2206.13285},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13285},
doi = {10.48550/ARXIV.2206.13285},
eprinttype = {arXiv},
eprint = {2206.13285},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09162,
author = {Aur{\'{e}}lien Lucchi and
Frank Proske and
Antonio Orvieto and
Francis R. Bach and
Hans Kersting},
title = {On the Theoretical Properties of Noise Correlation in Stochastic Optimization},
journal = {CoRR},
volume = {abs/2209.09162},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09162},
doi = {10.48550/ARXIV.2209.09162},
eprinttype = {arXiv},
eprint = {2209.09162},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05641,
author = {Lawrence Stewart and
Francis R. Bach and
Quentin Berthet and
Jean{-}Philippe Vert},
title = {Regression as Classification: Influence of Task Formulation on Neural
Network Features},
journal = {CoRR},
volume = {abs/2211.05641},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05641},
doi = {10.48550/ARXIV.2211.05641},
eprinttype = {arXiv},
eprint = {2211.05641},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/GowerRB21,
author = {Robert M. Gower and
Peter Richt{\'{a}}rik and
Francis R. Bach},
title = {Stochastic quasi-gradient methods: variance reduction via Jacobian
sketching},
journal = {Math. Program.},
volume = {188},
number = {1},
pages = {135--192},
year = {2021},
url = {https://doi.org/10.1007/s10107-020-01506-0},
doi = {10.1007/S10107-020-01506-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/GowerRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/HendrikxBM21,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {An Optimal Algorithm for Decentralized Finite-Sum Optimization},
journal = {{SIAM} J. Optim.},
volume = {31},
number = {4},
pages = {2753--2783},
year = {2021},
url = {https://doi.org/10.1137/20M134842X},
doi = {10.1137/20M134842X},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamjo/HendrikxBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/Bach21,
author = {Francis R. Bach},
title = {On the Effectiveness of Richardson Extrapolation in Data Science},
journal = {{SIAM} J. Math. Data Sci.},
volume = {3},
number = {4},
pages = {1251--1277},
year = {2021},
url = {https://doi.org/10.1137/21M1397349},
doi = {10.1137/21M1397349},
timestamp = {Tue, 25 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/Bach21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RajB21,
author = {Anant Raj and
Francis R. Bach},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Explicit Regularization of Stochastic Gradient Methods through Duality},
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 = {1882--1890},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/raj21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RajB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CabannesBR21,
author = {Vivien A. Cabannes and
Francis R. Bach and
Alessandro Rudi},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Fast Rates for Structured Prediction},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {823--865},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/cabannes21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/CabannesBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/VacherMRBV21,
author = {Adrien Vacher and
Boris Muzellec and
Alessandro Rudi and
Francis R. Bach and
Fran{\c{c}}ois{-}Xavier Vialard},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {A Dimension-free Computational Upper-bound for Smooth Optimal Transport
Estimation},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {4143--4173},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/vacher21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/VacherMRBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/BerthierCB21,
author = {Elo{\"{\i}}se Berthier and
Justin Carpentier and
Francis R. Bach},
title = {Fast and Robust Stability Region Estimation for Nonlinear Dynamical
Systems},
booktitle = {2021 European Control Conference, {ECC} 2021, Virtual Event / Delft,
The Netherlands, June 29 - July 2, 2021},
pages = {1412--1419},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/ECC54610.2021.9655071},
doi = {10.23919/ECC54610.2021.9655071},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eucc/BerthierCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BiettiB21,
author = {Alberto Bietti and
Francis R. Bach},
title = {Deep Equals Shallow for ReLU Networks in Kernel Regimes},
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=aDjoksTpXOP},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BiettiB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CabannnesBR21,
author = {Vivien A. Cabannes and
Francis R. Bach and
Alessandro Rudi},
editor = {Marina Meila and
Tong Zhang},
title = {Disambiguation of Weak Supervision leading to Exponential Convergence
rates},
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 = {1147--1157},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cabannnes21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CabannnesBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaneshmandJB21,
author = {Hadi Daneshmand and
Amir Joudaki and
Francis R. Bach},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Batch Normalization Orthogonalizes Representations in Deep Random
Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4896--4906},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/26cd8ecadce0d4efd6cc8a8725cbd1f8-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DaneshmandJB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EvenBBFHGMT21,
author = {Mathieu Even and
Rapha{\"{e}}l Berthier and
Francis R. Bach and
Nicolas Flammarion and
Hadrien Hendrikx and
Pierre Gaillard and
Laurent Massouli{\'{e}} and
Adrien B. Taylor},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Continuized Accelerations of Deterministic and Stochastic Gradient
Descents, and of Gossip Algorithms},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28054--28066},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ec26fc2eb2b75aece19c70392dc744c2-Abstract.html},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/EvenBBFHGMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CabannesPBR21,
author = {Vivien Cabannes and
Loucas Pillaud{-}Vivien and
Francis R. Bach and
Alessandro Rudi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Overcoming the curse of dimensionality with Laplacian regularization
in semi-supervised 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 = {30439--30451},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ff4d5fbbafdf976cfdc032e3bde78de5-Abstract.html},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CabannesPBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00760,
author = {Vivien Cabannes and
Alessandro Rudi and
Francis R. Bach},
title = {Fast rates in structured prediction},
journal = {CoRR},
volume = {abs/2102.00760},
year = {2021},
url = {https://arxiv.org/abs/2102.00760},
eprinttype = {arXiv},
eprint = {2102.00760},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02789,
author = {Vivien Cabannes and
Francis R. Bach and
Alessandro Rudi},
title = {Disambiguation of weak supervision with exponential convergence rates},
journal = {CoRR},
volume = {abs/2102.02789},
year = {2021},
url = {https://arxiv.org/abs/2102.02789},
eprinttype = {arXiv},
eprint = {2102.02789},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06035,
author = {Rapha{\"{e}}l Berthier and
Francis R. Bach and
Nicolas Flammarion and
Pierre Gaillard and
Adrien B. Taylor},
title = {A Continuized View on Nesterov Acceleration},
journal = {CoRR},
volume = {abs/2102.06035},
year = {2021},
url = {https://arxiv.org/abs/2102.06035},
eprinttype = {arXiv},
eprint = {2102.06035},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-15069,
author = {Alex Nowak{-}Vila and
Alessandro Rudi and
Francis R. Bach},
title = {Max-Margin is Dead, Long Live Max-Margin!},
journal = {CoRR},
volume = {abs/2105.15069},
year = {2021},
url = {https://arxiv.org/abs/2105.15069},
eprinttype = {arXiv},
eprint = {2105.15069},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-15069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03970,
author = {Hadi Daneshmand and
Amir Joudaki and
Francis R. Bach},
title = {Batch Normalization Orthogonalizes Representations in Deep Random
Networks},
journal = {CoRR},
volume = {abs/2106.03970},
year = {2021},
url = {https://arxiv.org/abs/2106.03970},
eprinttype = {arXiv},
eprint = {2106.03970},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07644,
author = {Mathieu Even and
Rapha{\"{e}}l Berthier and
Francis R. Bach and
Nicolas Flammarion and
Pierre Gaillard and
Hadrien Hendrikx and
Laurent Massouli{\'{e}} and
Adrien B. Taylor},
title = {A Continuized View on Nesterov Acceleration for Stochastic Gradient
Descent and Randomized Gossip},
journal = {CoRR},
volume = {abs/2106.07644},
year = {2021},
url = {https://arxiv.org/abs/2106.07644},
eprinttype = {arXiv},
eprint = {2106.07644},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09994,
author = {Boris Muzellec and
Francis R. Bach and
Alessandro Rudi},
title = {A Note on Optimizing Distributions using Kernel Mean Embeddings},
journal = {CoRR},
volume = {abs/2106.09994},
year = {2021},
url = {https://arxiv.org/abs/2106.09994},
eprinttype = {arXiv},
eprint = {2106.09994},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01106,
author = {Yifan Sun and
Francis R. Bach},
title = {Screening for a Reweighted Penalized Conditional Gradient Method},
journal = {CoRR},
volume = {abs/2107.01106},
year = {2021},
url = {https://arxiv.org/abs/2107.01106},
eprinttype = {arXiv},
eprint = {2107.01106},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08084,
author = {Francis R. Bach and
Lena{\"{\i}}c Chizat},
title = {Gradient Descent on Infinitely Wide Neural Networks: Global Convergence
and Generalization},
journal = {CoRR},
volume = {abs/2110.08084},
year = {2021},
url = {https://arxiv.org/abs/2110.08084},
eprinttype = {arXiv},
eprint = {2110.08084},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10527,
author = {Ulysse Marteau{-}Ferey and
Francis R. Bach and
Alessandro Rudi},
title = {Sampling from Arbitrary Functions via {PSD} Models},
journal = {CoRR},
volume = {abs/2110.10527},
year = {2021},
url = {https://arxiv.org/abs/2110.10527},
eprinttype = {arXiv},
eprint = {2110.10527},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15784,
author = {Anant Raj and
Francis R. Bach},
title = {Convergence of Uncertainty Sampling for Active Learning},
journal = {CoRR},
volume = {abs/2110.15784},
year = {2021},
url = {https://arxiv.org/abs/2110.15784},
eprinttype = {arXiv},
eprint = {2110.15784},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11306,
author = {Boris Muzellec and
Francis R. Bach and
Alessandro Rudi},
title = {Learning PSD-valued functions using kernel sums-of-squares},
journal = {CoRR},
volume = {abs/2111.11306},
year = {2021},
url = {https://arxiv.org/abs/2111.11306},
eprinttype = {arXiv},
eprint = {2111.11306},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01907,
author = {Boris Muzellec and
Adrien Vacher and
Francis R. Bach and
Fran{\c{c}}ois{-}Xavier Vialard and
Alessandro Rudi},
title = {Near-optimal estimation of smooth transport maps with kernel sums-of-squares},
journal = {CoRR},
volume = {abs/2112.01907},
year = {2021},
url = {https://arxiv.org/abs/2112.01907},
eprinttype = {arXiv},
eprint = {2112.01907},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/BerthierB20,
author = {Elo{\"{\i}}se Berthier and
Francis R. Bach},
title = {Max-Plus Linear Approximations for Deterministic Continuous-State
Markov Decision Processes},
journal = {{IEEE} Control. Syst. Lett.},
volume = {4},
number = {3},
pages = {767--772},
year = {2020},
url = {https://doi.org/10.1109/LCSYS.2020.2973199},
doi = {10.1109/LCSYS.2020.2973199},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csysl/BerthierB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/ScieurdB20,
author = {Damien Scieur and
Alexandre d'Aspremont and
Francis R. Bach},
title = {Regularized nonlinear acceleration},
journal = {Math. Program.},
volume = {179},
number = {1},
pages = {47--83},
year = {2020},
url = {https://doi.org/10.1007/s10107-018-1319-8},
doi = {10.1007/S10107-018-1319-8},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/ScieurdB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/GowerSBR20,
author = {Robert M. Gower and
Mark Schmidt and
Francis R. Bach and
Peter Richt{\'{a}}rik},
title = {Variance-Reduced Methods for Machine Learning},
journal = {Proc. {IEEE}},
volume = {108},
number = {11},
pages = {1968--1983},
year = {2020},
url = {https://doi.org/10.1109/JPROC.2020.3028013},
doi = {10.1109/JPROC.2020.3028013},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/GowerSBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BerthierBG20,
author = {Rapha{\"{e}}l Berthier and
Francis R. Bach and
Pierre Gaillard},
title = {Accelerated Gossip in Networks of Given Dimension Using Jacobi Polynomial
Iterations},
journal = {{SIAM} J. Math. Data Sci.},
volume = {2},
number = {1},
pages = {24--47},
year = {2020},
url = {https://doi.org/10.1137/19M1244822},
doi = {10.1137/19M1244822},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/BerthierBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Pillaud-Vivien20,
author = {Loucas Pillaud{-}Vivien and
Francis R. Bach and
Tony Leli{\`{e}}vre and
Alessandro Rudi and
Gabriel Stoltz},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Statistical Estimation of the Poincar{\'{e}} constant and Application
to Sampling Multimodal Distributions},
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 = {2753--2763},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/pillaud-vivien20a.html},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Pillaud-Vivien20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChizatB20,
author = {L{\'{e}}na{\"{\i}}c Chizat and
Francis R. Bach},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Implicit Bias of Gradient Descent for Wide Two-layer Neural Networks
Trained with the Logistic Loss},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {1305--1338},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/chizat20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/ChizatB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalluBB20,
author = {Marin Ballu and
Quentin Berthet and
Francis R. Bach},
title = {Stochastic Optimization for Regularized Wasserstein Estimators},
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 = {602--612},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ballu20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BalluBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CabannesRB20,
author = {Vivien Cabannes and
Alessandro Rudi and
Francis R. Bach},
title = {Structured Prediction with Partial Labelling through the Infimum Loss},
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 = {1230--1239},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cabannnes20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CabannesRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HendrikxXBBM20,
author = {Hadrien Hendrikx and
Lin Xiao and
S{\'{e}}bastien Bubeck and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {Statistically Preconditioned Accelerated Gradient Method for Distributed
Optimization},
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 = {4203--4227},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hendrikx20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HendrikxXBBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NowakBR20,
author = {Alex Nowak and
Francis R. Bach and
Alessandro Rudi},
title = {Consistent Structured Prediction with Max-Min Margin Markov Networks},
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 = {7381--7391},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nowak20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NowakBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SankaranBB20,
author = {Raman Sankaran and
Francis R. Bach and
Chiranjib Bhattacharyya},
editor = {Christian Bessiere},
title = {Learning With Subquadratic Regularization : {A} Primal-Dual Approach},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1963--1969},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/272},
doi = {10.24963/IJCAI.2020/272},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/SankaranBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerthetBTCVB20,
author = {Quentin Berthet and
Mathieu Blondel and
Olivier Teboul and
Marco Cuturi and
Jean{-}Philippe Vert and
Francis R. Bach},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning with Differentiable Pertubed Optimizers},
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/6bb56208f672af0dd65451f869fedfd9-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BerthetBTCVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerthierBG20,
author = {Rapha{\"{e}}l Berthier and
Francis R. Bach and
Pierre Gaillard},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Tight Nonparametric Convergence Rates for Stochastic Gradient Descent
under the Noiseless Linear Model},
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/1b33d16fc562464579b7199ca3114982-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BerthierBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaneshmandKBHL20,
author = {Hadi Daneshmand and
Jonas Moritz Kohler and
Francis R. Bach and
Thomas Hofmann and
Aur{\'{e}}lien Lucchi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Batch normalization provably avoids ranks collapse for randomly initialised
deep networks},
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/d5ade38a2c9f6f073d69e1bc6b6e64c1-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaneshmandKBHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HendrikxBM20,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Dual-Free Stochastic Decentralized Optimization with Variance Reduction},
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/e22312179bf43e61576081a2f250f845-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HendrikxBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Marteau-FereyBR20,
author = {Ulysse Marteau{-}Ferey and
Francis R. Bach and
Alessandro Rudi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Non-parametric Models for Non-negative Functions},
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/968b15768f3d19770471e9436d97913c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Marteau-FereyBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02835,
author = {Francis R. Bach},
title = {On the Effectiveness of Richardson Extrapolation in Machine Learning},
journal = {CoRR},
volume = {abs/2002.02835},
year = {2020},
url = {https://arxiv.org/abs/2002.02835},
eprinttype = {arXiv},
eprint = {2002.02835},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04486,
author = {L{\'{e}}na{\"{\i}}c Chizat and
Francis R. Bach},
title = {Implicit Bias of Gradient Descent for Wide Two-layer Neural Networks
Trained with the Logistic Loss},
journal = {CoRR},
volume = {abs/2002.04486},
year = {2020},
url = {https://arxiv.org/abs/2002.04486},
eprinttype = {arXiv},
eprint = {2002.04486},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08676,
author = {Quentin Berthet and
Mathieu Blondel and
Olivier Teboul and
Marco Cuturi and
Jean{-}Philippe Vert and
Francis R. Bach},
title = {Learning with Differentiable Perturbed Optimizers},
journal = {CoRR},
volume = {abs/2002.08676},
year = {2020},
url = {https://arxiv.org/abs/2002.08676},
eprinttype = {arXiv},
eprint = {2002.08676},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08695,
author = {Marin Ballu and
Quentin Berthet and
Francis R. Bach},
title = {Stochastic Optimization for Regularized Wasserstein Estimators},
journal = {CoRR},
volume = {abs/2002.08695},
year = {2020},
url = {https://arxiv.org/abs/2002.08695},
eprinttype = {arXiv},
eprint = {2002.08695},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09718,
author = {Yifan Sun and
Francis R. Bach},
title = {Safe Screening for the Generalized Conditional Gradient Method},
journal = {CoRR},
volume = {abs/2002.09718},
year = {2020},
url = {https://arxiv.org/abs/2002.09718},
eprinttype = {arXiv},
eprint = {2002.09718},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10726,
author = {Hadrien Hendrikx and
Lin Xiao and
S{\'{e}}bastien Bubeck and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {Statistically Preconditioned Accelerated Gradient Method for Distributed
Optimization},
journal = {CoRR},
volume = {abs/2002.10726},
year = {2020},
url = {https://arxiv.org/abs/2002.10726},
eprinttype = {arXiv},
eprint = {2002.10726},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00920,
author = {Vivien Cabannes and
Alessandro Rudi and
Francis R. Bach},
title = {Structured Prediction with Partial Labelling through the Infimum Loss},
journal = {CoRR},
volume = {abs/2003.00920},
year = {2020},
url = {https://arxiv.org/abs/2003.00920},
eprinttype = {arXiv},
eprint = {2003.00920},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01652,
author = {Hadi Daneshmand and
Jonas Moritz Kohler and
Francis R. Bach and
Thomas Hofmann and
Aur{\'{e}}lien Lucchi},
title = {Theoretical Understanding of Batch-normalization: {A} Markov Chain
Perspective},
journal = {CoRR},
volume = {abs/2003.01652},
year = {2020},
url = {https://arxiv.org/abs/2003.01652},
eprinttype = {arXiv},
eprint = {2003.01652},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02395,
author = {Alexandre D{\'{e}}fossez and
L{\'{e}}on Bottou and
Francis R. Bach and
Nicolas Usunier},
title = {On the Convergence of Adam and Adagrad},
journal = {CoRR},
volume = {abs/2003.02395},
year = {2020},
url = {https://arxiv.org/abs/2003.02395},
eprinttype = {arXiv},
eprint = {2003.02395},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13807,
author = {Anant Raj and
Francis R. Bach},
title = {Explicit Regularization of Stochastic Gradient Methods through Duality},
journal = {CoRR},
volume = {abs/2003.13807},
year = {2020},
url = {https://arxiv.org/abs/2003.13807},
eprinttype = {arXiv},
eprint = {2003.13807},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10675,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {An Optimal Algorithm for Decentralized Finite Sum Optimization},
journal = {CoRR},
volume = {abs/2005.10675},
year = {2020},
url = {https://arxiv.org/abs/2005.10675},
eprinttype = {arXiv},
eprint = {2005.10675},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04593,
author = {Th{\'{e}}o Ryffel and
David Pointcheval and
Francis R. Bach},
title = {{ARIANN:} Low-Interaction Privacy-Preserving Deep Learning via Function
Secret Sharing},
journal = {CoRR},
volume = {abs/2006.04593},
year = {2020},
url = {https://arxiv.org/abs/2006.04593},
eprinttype = {arXiv},
eprint = {2006.04593},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06041,
author = {Mathieu Barr{\'{e}} and
Adrien B. Taylor and
Francis R. Bach},
title = {Principled Analyses and Design of First-Order Methods with Inexact
Proximal Operators},
journal = {CoRR},
volume = {abs/2006.06041},
year = {2020},
url = {https://arxiv.org/abs/2006.06041},
eprinttype = {arXiv},
eprint = {2006.06041},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08212,
author = {Rapha{\"{e}}l Berthier and
Francis R. Bach and
Pierre Gaillard},
title = {Tight Nonparametric Convergence Rates for Stochastic Gradient Descent
under the Noiseless Linear Model},
journal = {CoRR},
volume = {abs/2006.08212},
year = {2020},
url = {https://arxiv.org/abs/2006.08212},
eprinttype = {arXiv},
eprint = {2006.08212},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09261,
author = {Thomas Eboli and
Alex Nowak{-}Vila and
Jian Sun and
Francis R. Bach and
Jean Ponce and
Alessandro Rudi},
title = {Structured and Localized Image Restoration},
journal = {CoRR},
volume = {abs/2006.09261},
year = {2020},
url = {https://arxiv.org/abs/2006.09261},
eprinttype = {arXiv},
eprint = {2006.09261},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14384,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {Dual-Free Stochastic Decentralized Optimization with Variance Reduction},
journal = {CoRR},
volume = {abs/2006.14384},
year = {2020},
url = {https://arxiv.org/abs/2006.14384},
eprinttype = {arXiv},
eprint = {2006.14384},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01012,
author = {Alex Nowak{-}Vila and
Francis R. Bach and
Alessandro Rudi},
title = {Consistent Structured Prediction with Max-Min Margin Markov Networks},
journal = {CoRR},
volume = {abs/2007.01012},
year = {2020},
url = {https://arxiv.org/abs/2007.01012},
eprinttype = {arXiv},
eprint = {2007.01012},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03926,
author = {Ulysse Marteau{-}Ferey and
Francis R. Bach and
Alessandro Rudi},
title = {Non-parametric Models for Non-negative Functions},
journal = {CoRR},
volume = {abs/2007.03926},
year = {2020},
url = {https://arxiv.org/abs/2007.03926},
eprinttype = {arXiv},
eprint = {2007.03926},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-14397,
author = {Alberto Bietti and
Francis R. Bach},
title = {Deep Equals Shallow for ReLU Networks in Kernel Regimes},
journal = {CoRR},
volume = {abs/2009.14397},
year = {2020},
url = {https://arxiv.org/abs/2009.14397},
eprinttype = {arXiv},
eprint = {2009.14397},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-14397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00892,
author = {Robert M. Gower and
Mark Schmidt and
Francis R. Bach and
Peter Richt{\'{a}}rik},
title = {Variance-Reduced Methods for Machine Learning},
journal = {CoRR},
volume = {abs/2010.00892},
year = {2020},
url = {https://arxiv.org/abs/2010.00892},
eprinttype = {arXiv},
eprint = {2010.00892},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11978,
author = {Alessandro Rudi and
Ulysse Marteau{-}Ferey and
Francis R. Bach},
title = {Finding Global Minima via Kernel Approximations},
journal = {CoRR},
volume = {abs/2012.11978},
year = {2020},
url = {https://arxiv.org/abs/2012.11978},
eprinttype = {arXiv},
eprint = {2012.11978},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ScamanBBLM19,
author = {Kevin Scaman and
Francis R. Bach and
S{\'{e}}bastien Bubeck and
Yin Tat Lee and
Laurent Massouli{\'{e}}},
title = {Optimal Convergence Rates for Convex Distributed Optimization in Networks},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {159:1--159:31},
year = {2019},
url = {http://jmlr.org/papers/v20/19-543.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ScamanBBLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/Bach19,
author = {Francis R. Bach},
title = {Submodular functions: from discrete to continuous domains},
journal = {Math. Program.},
volume = {175},
number = {1-2},
pages = {419--459},
year = {2019},
url = {https://doi.org/10.1007/s10107-018-1248-6},
doi = {10.1007/S10107-018-1248-6},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/Bach19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RenckerBWP19,
author = {Lucas Rencker and
Francis R. Bach and
Wenwu Wang and
Mark D. Plumbley},
title = {Sparse Recovery and Dictionary Learning From Nonlinear Compressive
Measurements},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {21},
pages = {5659--5670},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2941070},
doi = {10.1109/TSP.2019.2941070},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RenckerBWP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HendrikxBM19,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Accelerated Decentralized Optimization with Local Updates for Smooth
and Strongly Convex Objectives},
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 = {897--906},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/hendrikx19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HendrikxBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VaswaniBS19,
author = {Sharan Vaswani and
Francis R. Bach and
Mark Schmidt},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Fast and Faster Convergence of {SGD} for Over-Parameterized Models
and an Accelerated Perceptron},
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 = {1195--1204},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/vaswani19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/VaswaniBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AblinGCB19,
author = {Pierre Ablin and
Alexandre Gramfort and
Jean{-}Fran{\c{c}}ois Cardoso and
Francis R. Bach},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Stochastic algorithms with descent guarantees for {ICA}},
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 = {1564--1573},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/ablin19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/AblinGCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GenevayCBCP19,
author = {Aude Genevay and
L{\'{e}}na{\"{\i}}c Chizat and
Francis R. Bach and
Marco Cuturi and
Gabriel Peyr{\'{e}}},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Sample Complexity of Sinkhorn Divergences},
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 = {1574--1583},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/genevay19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/GenevayCBCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NowakBR19,
author = {Alex Nowak{-}Vila and
Francis R. Bach and
Alessandro Rudi},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Sharp Analysis of Learning with Discrete Losses},
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 = {1920--1929},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/nowak19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/NowakBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PodosinnikovaPW19,
author = {Anastasia Podosinnikova and
Amelia Perry and
Alexander S. Wein and
Francis R. Bach and
Alexandre d'Aspremont and
David A. Sontag},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Overcomplete Independent Component Analysis via {SDP}},
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 = {2583--2592},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/podosinnikova19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/PodosinnikovaPW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BachL19,
author = {Francis R. Bach and
Kfir Y. Levy},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {A Universal Algorithm for Variational Inequalities Adaptive to Smoothness
and Noise},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {164--194},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/bach19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BachL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Marteau-FereyOB19,
author = {Ulysse Marteau{-}Ferey and
Dmitrii Ostrovskii and
Francis R. Bach and
Alessandro Rudi},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization
through Self-Concordance},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2294--2340},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/marteau-ferey19a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Marteau-FereyOB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/TaylorB19,
author = {Adrien B. Taylor and
Francis R. Bach},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Stochastic first-order methods: non-asymptotic and computer-aided
analyses via potential functions},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2934--2992},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/taylor19a.html},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/TaylorB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VoBCHLPP19,
author = {Huy V. Vo and
Francis R. Bach and
Minsu Cho and
Kai Han and
Yann LeCun and
Patrick P{\'{e}}rez and
Jean Ponce},
title = {Unsupervised Image Matching and Object Discovery as Optimization},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {8287--8296},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Vo\_Unsupervised\_Image\_Matching\_and\_Object\_Discovery\_as\_Optimization\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00848},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VoBCHLPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShpakovaBD19,
author = {Tatiana Shpakova and
Francis R. Bach and
Mike E. Davies},
title = {Hyper-parameter Learning for Sparse Structured Probabilistic Models},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {3347--3351},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682338},
doi = {10.1109/ICASSP.2019.8682338},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShpakovaBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SebbouhGJBG19,
author = {Othmane Sebbouh and
Nidham Gazagnadou and
Samy Jelassi and
Francis R. Bach and
Robert M. Gower},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Towards closing the gap between the theory and practice of {SVRG}},
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 = {646--656},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/cd00692c3bfe59267d5ecfac5310286c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SebbouhGJBG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HendrikxBM19,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {An Accelerated Decentralized Stochastic Proximal Algorithm for Finite
Sums},
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 = {952--962},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/5ea1649a31336092c05438df996a3e59-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HendrikxBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChizatOB19,
author = {L{\'{e}}na{\"{\i}}c Chizat and
Edouard Oyallon and
Francis R. Bach},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On Lazy Training in Differentiable Programming},
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 = {2933--2943},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ae614c557843b1df326cb29c57225459-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChizatOB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GidelBL19,
author = {Gauthier Gidel and
Francis R. Bach and
Simon Lacoste{-}Julien},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Implicit Regularization of Discrete Gradient Dynamics in Linear Neural
Networks},
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 = {3196--3206},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f39ae9ff3a81f499230c4126e01f421b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GidelBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AltschulerBRN19,
author = {Jason M. Altschuler and
Francis R. Bach and
Alessandro Rudi and
Jonathan Niles{-}Weed},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Massively scalable Sinkhorn distances via the Nystr{\"{o}}m method},
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 = {4429--4439},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f55cadb97eaff2ba1980e001b0bd9842-Abstract.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AltschulerBRN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RyffelPBDG19,
author = {Th{\'{e}}o Ryffel and
David Pointcheval and
Francis R. Bach and
Edouard Dufour{-}Sans and
Romain Gay},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Partially Encrypted Deep Learning using Functional Encryption},
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 = {4519--4530},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9d28de8ff9bb6a3fa41fddfdc28f3bc1-Abstract.html},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RyffelPBDG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KavisLBC19,
author = {Ali Kavis and
Kfir Y. Levy and
Francis R. Bach and
Volkan Cevher},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {UniXGrad: {A} Universal, Adaptive Algorithm with Optimal Guarantees
for Constrained 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 = {6257--6266},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/88855547570f7ff053fff7c54e5148cc-Abstract.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KavisLBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CilibertoBR19,
author = {Carlo Ciliberto and
Francis R. Bach and
Alessandro Rudi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Localized Structured Prediction},
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 = {7299--7309},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0cbed40c0d920b94126eaf5e707be1f5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CilibertoBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Marteau-FereyBR19,
author = {Ulysse Marteau{-}Ferey and
Francis R. Bach and
Alessandro Rudi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Globally Convergent Newton Methods for Ill-conditioned Generalized
Self-concordant Losses},
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 = {7634--7644},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/60495b4e033e9f60b32a6607b587aadd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Marteau-FereyBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarriBP19,
author = {Senanayak Sesh Kumar Karri and
Francis R. Bach and
Thomas Pock},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Fast Decomposable Submodular Function Minimization using Constrained
Total Variation},
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 = {8183--8193},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d2b15c75c0c389b49c2efbea79cdc946-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KarriBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08334,
author = {Anastasia Podosinnikova and
Amelia Perry and
Alexander S. Wein and
Francis R. Bach and
Alexandre d'Aspremont and
David A. Sontag},
title = {Overcomplete Independent Component Analysis via {SDP}},
journal = {CoRR},
volume = {abs/1901.08334},
year = {2019},
url = {http://arxiv.org/abs/1901.08334},
eprinttype = {arXiv},
eprint = {1901.08334},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09865,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {Asynchronous Accelerated Proximal Stochastic Gradient for Strongly
Convex Distributed Finite Sums},
journal = {CoRR},
volume = {abs/1901.09865},
year = {2019},
url = {http://arxiv.org/abs/1901.09865},
eprinttype = {arXiv},
eprint = {1901.09865},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00947,
author = {Adrien B. Taylor and
Francis R. Bach},
title = {Stochastic first-order methods: non-asymptotic and computer-aided
analyses via potential functions},
journal = {CoRR},
volume = {abs/1902.00947},
year = {2019},
url = {http://arxiv.org/abs/1902.00947},
eprinttype = {arXiv},
eprint = {1902.00947},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01637,
author = {Francis R. Bach and
Kfir Y. Levy},
title = {A Universal Algorithm for Variational Inequalities Adaptive to Smoothness
and Noise},
journal = {CoRR},
volume = {abs/1902.01637},
year = {2019},
url = {http://arxiv.org/abs/1902.01637},
eprinttype = {arXiv},
eprint = {1902.01637},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01958,
author = {Alex Nowak{-}Vila and
Francis R. Bach and
Alessandro Rudi},
title = {A General Theory for Structured Prediction with Smooth Convex Surrogates},
journal = {CoRR},
volume = {abs/1902.01958},
year = {2019},
url = {http://arxiv.org/abs/1902.01958},
eprinttype = {arXiv},
eprint = {1902.01958},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03046,
author = {Ulysse Marteau{-}Ferey and
Dmitrii Ostrovskii and
Francis R. Bach and
Alessandro Rudi},
title = {Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization
through Self-Concordance},
journal = {CoRR},
volume = {abs/1902.03046},
year = {2019},
url = {http://arxiv.org/abs/1902.03046},
eprinttype = {arXiv},
eprint = {1902.03046},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03755,
author = {Dmitry Babichev and
Dmitrii Ostrovskii and
Francis R. Bach},
title = {Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification},
journal = {CoRR},
volume = {abs/1902.03755},
year = {2019},
url = {http://arxiv.org/abs/1902.03755},
eprinttype = {arXiv},
eprint = {1902.03755},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03148,
author = {Huy V. Vo and
Francis R. Bach and
Minsu Cho and
Kai Han and
Yann LeCun and
Patrick P{\'{e}}rez and
Jean Ponce},
title = {Unsupervised Image Matching and Object Discovery as Optimization},
journal = {CoRR},
volume = {abs/1904.03148},
year = {2019},
url = {http://arxiv.org/abs/1904.03148},
eprinttype = {arXiv},
eprint = {1904.03148},
timestamp = {Tue, 22 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-13262,
author = {Gauthier Gidel and
Francis R. Bach and
Simon Lacoste{-}Julien},
title = {Implicit Regularization of Discrete Gradient Dynamics in Deep Linear
Neural Networks},
journal = {CoRR},
volume = {abs/1904.13262},
year = {2019},
url = {http://arxiv.org/abs/1904.13262},
eprinttype = {arXiv},
eprint = {1904.13262},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-13262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10214,
author = {Th{\'{e}}o Ryffel and
Edouard Dufour Sans and
Romain Gay and
Francis R. Bach and
David Pointcheval},
title = {Partially Encrypted Machine Learning using Functional Encryption},
journal = {CoRR},
volume = {abs/1905.10214},
year = {2019},
url = {http://arxiv.org/abs/1905.10214},
eprinttype = {arXiv},
eprint = {1905.10214},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11327,
author = {Senanayak Sesh Kumar Karri and
Francis R. Bach and
Thomas Pock},
title = {Fast Decomposable Submodular Function Minimization using Constrained
Total Variation},
journal = {CoRR},
volume = {abs/1905.11327},
year = {2019},
url = {http://arxiv.org/abs/1905.11327},
eprinttype = {arXiv},
eprint = {1905.11327},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11394,
author = {Hadrien Hendrikx and
Francis R. Bach and
Laurent Massouli{\'{e}}},
title = {An Accelerated Decentralized Stochastic Proximal Algorithm for Finite
Sums},
journal = {CoRR},
volume = {abs/1905.11394},
year = {2019},
url = {http://arxiv.org/abs/1905.11394},
eprinttype = {arXiv},
eprint = {1905.11394},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08524,
author = {Francis R. Bach},
title = {Max-Plus Matching Pursuit for Deterministic Markov Decision Processes},
journal = {CoRR},
volume = {abs/1906.08524},
year = {2019},
url = {http://arxiv.org/abs/1906.08524},
eprinttype = {arXiv},
eprint = {1906.08524},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01771,
author = {Ulysse Marteau{-}Ferey and
Francis R. Bach and
Alessandro Rudi},
title = {Globally Convergent Newton Methods for Ill-conditioned Generalized
Self-concordant Losses},
journal = {CoRR},
volume = {abs/1907.01771},
year = {2019},
url = {http://arxiv.org/abs/1907.01771},
eprinttype = {arXiv},
eprint = {1907.01771},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02725,
author = {Othmane Sebbouh and
Nidham Gazagnadou and
Samy Jelassi and
Francis R. Bach and
Robert M. Gower},
title = {Towards closing the gap between the theory and practice of {SVRG}},
journal = {CoRR},
volume = {abs/1908.02725},
year = {2019},
url = {http://arxiv.org/abs/1908.02725},
eprinttype = {arXiv},
eprint = {1908.02725},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01174,
author = {Alexandre D{\'{e}}fossez and
Nicolas Usunier and
L{\'{e}}on Bottou and
Francis R. Bach},
title = {Demucs: Deep Extractor for Music Sources with extra unlabeled data
remixed},
journal = {CoRR},
volume = {abs/1909.01174},
year = {2019},
url = {http://arxiv.org/abs/1909.01174},
eprinttype = {arXiv},
eprint = {1909.01174},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13857,
author = {Ali Kavis and
Kfir Y. Levy and
Francis R. Bach and
Volkan Cevher},
title = {UniXGrad: {A} Universal, Adaptive Algorithm with Optimal Guarantees
for Constrained Optimization},
journal = {CoRR},
volume = {abs/1910.13857},
year = {2019},
url = {http://arxiv.org/abs/1910.13857},
eprinttype = {arXiv},
eprint = {1910.13857},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-13254,
author = {Alexandre D{\'{e}}fossez and
Nicolas Usunier and
L{\'{e}}on Bottou and
Francis R. Bach},
title = {Music Source Separation in the Waveform Domain},
journal = {CoRR},
volume = {abs/1911.13254},
year = {2019},
url = {http://arxiv.org/abs/1911.13254},
eprinttype = {arXiv},
eprint = {1911.13254},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-13254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BeaugnonCB18,
author = {Ana{\"{e}}l Beaugnon and
Pierre Chifflier and
Francis R. Bach},
title = {End-to-End Active Learning for Computer Security Experts},
booktitle = {The Workshops of the The Thirty-Second {AAAI} Conference on Artificial
Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018},
series = {{AAAI} Technical Report},
volume = {{WS-18}},
pages = {217--224},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/WS/AAAIW18/paper/view/16140},
timestamp = {Mon, 04 Sep 2023 16:46:41 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BeaugnonCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DupuyB18,
author = {Christophe Dupuy and
Francis R. Bach},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Learning Determinantal Point Processes in Sublinear Time},
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 = {244--257},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/dupuy18a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/DupuyB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GowerRB18,
author = {Robert M. Gower and
Nicolas Le Roux and
Francis R. Bach},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Tracking the gradients using the Hessian: {A} new look at variance
reducing stochastic methods},
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 = {707--715},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/gower18a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/GowerRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ReddiZSPBSS18,
author = {Sashank J. Reddi and
Manzil Zaheer and
Suvrit Sra and
Barnab{\'{a}}s P{\'{o}}czos and
Francis R. Bach and
Ruslan Salakhutdinov and
Alexander J. Smola},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {A Generic Approach for Escaping Saddle points},
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 = {1233--1242},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/reddi18a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ReddiZSPBSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HalabiBC18,
author = {Marwa El Halabi and
Francis R. Bach and
Volkan Cevher},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Combinatorial Penalties: Which structures are preserved by convex
relaxations?},
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 = {1551--1560},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/el-halabi18a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HalabiBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KunduBB18,
author = {Achintya Kundu and
Francis R. Bach and
Chiranjib Bhattacharyya},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Convex Optimization over Intersection of Simple Sets: improved Convergence
Rate Guarantees via an Exact Penalty Approach},
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 = {i},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/kundu18a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/KunduBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Pillaud-VivienR18,
author = {Loucas Pillaud{-}Vivien and
Alessandro Rudi and
Francis R. Bach},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Exponential Convergence of Testing Error for Stochastic Gradient Methods},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {250--296},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/pillaud-vivien18a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/Pillaud-VivienR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/TripuraneniFBJ18,
author = {Nilesh Tripuraneni and
Nicolas Flammarion and
Francis R. Bach and
Michael I. Jordan},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Averaging Stochastic Gradient Descent on Riemannian Manifolds},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {650--687},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/tripuraneni18a.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/TripuraneniFBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/RenckerBWP18,
author = {Lucas Rencker and
Francis R. Bach and
Wenwu Wang and
Mark D. Plumbley},
editor = {Yannick Deville and
Sharon Gannot and
Russell Mason and
Mark D. Plumbley and
Dominic Ward},
title = {Consistent Dictionary Learning for Signal Declipping},
booktitle = {Latent Variable Analysis and Signal Separation - 14th International
Conference, {LVA/ICA} 2018, Guildford, UK, July 2-5, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10891},
pages = {446--455},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93764-9\_41},
doi = {10.1007/978-3-319-93764-9\_41},
timestamp = {Mon, 26 Jun 2023 20:48:01 +0200},
biburl = {https://dblp.org/rec/conf/ica/RenckerBWP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ScieurOdB18,
author = {Damien Scieur and
Edouard Oyallon and
Alexandre d'Aspremont and
Francis R. Bach},
title = {Nonlinear Acceleration of CNNs},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HkNpF\_kDM},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ScieurOdB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bach18,
author = {Francis R. Bach},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Efficient Algorithms for Non-convex Isotonic Regression through Submodular
Optimization},
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 = {1--10},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/6ea9ab1baa0efb9e19094440c317e21b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Bach18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangGBD18,
author = {Junqi Tang and
Mohammad Golbabaee and
Francis R. Bach and
Mike E. Davies},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart
Schemes},
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 = {427--438},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/39059724f73a9969845dfe4146c5660e-Abstract.html},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TangGBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PauwelsBV18,
author = {Edouard Pauwels and
Francis R. Bach and
Jean{-}Philippe Vert},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Relating Leverage Scores and Density using Regularized Christoffel
Functions},
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 = {1670--1679},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/aff1621254f7c1be92f64550478c56e6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PauwelsBV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScamanBBML18,
author = {Kevin Scaman and
Francis R. Bach and
S{\'{e}}bastien Bubeck and
Laurent Massouli{\'{e}} and
Yin Tat Lee},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Optimal Algorithms for Non-Smooth Distributed Optimization in Networks},
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 = {2745--2754},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8fb21ee7a2207526da55a679f0332de2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ScamanBBML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChizatB18,
author = {L{\'{e}}na{\"{\i}}c Chizat and
Francis R. Bach},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {On the Global Convergence of Gradient Descent for Over-parameterized
Models using Optimal Transport},
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 = {3040--3050},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/a1afc58c6ca9540d057299ec3016d726-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChizatB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Pillaud-VivienR18,
author = {Loucas Pillaud{-}Vivien and
Alessandro Rudi and
Francis R. Bach},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Statistical Optimality of Stochastic Gradient Descent on Hard Learning
Problems through Multiple Passes},
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 = {8125--8135},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/10ff0b5e85e5b85cc3095d431d8c08b4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Pillaud-VivienR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DefossezZUBB18,
author = {Alexandre D{\'{e}}fossez and
Neil Zeghidour and
Nicolas Usunier and
L{\'{e}}on Bottou and
Francis R. Bach},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {{SING:} Symbol-to-Instrument Neural Generator},
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 = {9055--9065},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/56dc0997d871e9177069bb472574eb29-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DefossezZUBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BabichevB18,
author = {Dmitry Babichev and
Francis R. Bach},
editor = {Amir Globerson and
Ricardo Silva},
title = {Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {219--228},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/71.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BabichevB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShpakovaBO18,
author = {Tatiana Shpakova and
Francis R. Bach and
Anton Osokin},
editor = {Amir Globerson and
Ricardo Silva},
title = {Marginal Weighted Maximum Log-likelihood for Efficient Learning of
Perturb-and-Map models},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {279--289},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/118.pdf},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShpakovaBO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09128,
author = {Nilesh Tripuraneni and
Nicolas Flammarion and
Francis R. Bach and
Michael I. Jordan},
title = {Averaging Stochastic Gradient Descent on Riemannian Manifolds},
journal = {CoRR},
volume = {abs/1802.09128},
year = {2018},
url = {http://arxiv.org/abs/1802.09128},
eprinttype = {arXiv},
eprint = {1802.09128},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05567,
author = {Dmitry Babichev and
Francis R. Bach},
title = {Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling},
journal = {CoRR},
volume = {abs/1804.05567},
year = {2018},
url = {http://arxiv.org/abs/1804.05567},
eprinttype = {arXiv},
eprint = {1804.05567},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07943,
author = {Edouard Pauwels and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Relating Leverage Scores and Density using Regularized Christoffel
Functions},
journal = {CoRR},
volume = {abs/1805.07943},
year = {2018},
url = {http://arxiv.org/abs/1805.07943},
eprinttype = {arXiv},
eprint = {1805.07943},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08531,
author = {Rapha{\"{e}}l Berthier and
Francis R. Bach and
Pierre Gaillard},
title = {Gossip of Statistical Observations using Orthogonal Polynomials},
journal = {CoRR},
volume = {abs/1805.08531},
year = {2018},
url = {http://arxiv.org/abs/1805.08531},
eprinttype = {arXiv},
eprint = {1805.08531},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09545,
author = {Lena{\"{\i}}c Chizat and
Francis R. Bach},
title = {On the Global Convergence of Gradient Descent for Over-parameterized
Models using Optimal Transport},
journal = {CoRR},
volume = {abs/1805.09545},
year = {2018},
url = {http://arxiv.org/abs/1805.09545},
eprinttype = {arXiv},
eprint = {1805.09545},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09639,
author = {Damien Scieur and
Edouard Oyallon and
Alexandre d'Aspremont and
Francis R. Bach},
title = {Nonlinear Acceleration of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1805.09639},
year = {2018},
url = {http://arxiv.org/abs/1805.09639},
eprinttype = {arXiv},
eprint = {1805.09639},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10054,
author = {Pierre Ablin and
Alexandre Gramfort and
Jean{-}Fran{\c{c}}ois Cardoso and
Francis R. Bach},
title = {{EM} algorithms for {ICA}},
journal = {CoRR},
volume = {abs/1805.10054},
year = {2018},
url = {http://arxiv.org/abs/1805.10054},
eprinttype = {arXiv},
eprint = {1805.10054},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10074,
author = {Loucas Pillaud{-}Vivien and
Alessandro Rudi and
Francis R. Bach},
title = {Statistical Optimality of Stochastic Gradient Descent on Hard Learning
Problems through Multiple Passes},
journal = {CoRR},
volume = {abs/1805.10074},
year = {2018},
url = {http://arxiv.org/abs/1805.10074},
eprinttype = {arXiv},
eprint = {1805.10074},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00370,
author = {Damien Scieur and
Edouard Oyallon and
Alexandre d'Aspremont and
Francis R. Bach},
title = {Nonlinear Acceleration of CNNs},
journal = {CoRR},
volume = {abs/1806.00370},
year = {2018},
url = {http://arxiv.org/abs/1806.00370},
eprinttype = {arXiv},
eprint = {1806.00370},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02402,
author = {Carlo Ciliberto and
Francis R. Bach and
Alessandro Rudi},
title = {Localized Structured Prediction},
journal = {CoRR},
volume = {abs/1806.02402},
year = {2018},
url = {http://arxiv.org/abs/1806.02402},
eprinttype = {arXiv},
eprint = {1806.02402},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02660,
author = {Hadrien Hendrikx and
Laurent Massouli{\'{e}} and
Francis R. Bach},
title = {Accelerated Decentralized Optimization with Local Updates for Smooth
and Strongly Convex Objectives},
journal = {CoRR},
volume = {abs/1810.02660},
year = {2018},
url = {http://arxiv.org/abs/1810.02660},
eprinttype = {arXiv},
eprint = {1810.02660},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06839,
author = {Alex Nowak{-}Vila and
Francis R. Bach and
Alessandro Rudi},
title = {Sharp Analysis of Learning with Discrete Losses},
journal = {CoRR},
volume = {abs/1810.06839},
year = {2018},
url = {http://arxiv.org/abs/1810.06839},
eprinttype = {arXiv},
eprint = {1810.06839},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07288,
author = {Sharan Vaswani and
Francis R. Bach and
Mark Schmidt},
title = {Fast and Faster Convergence of {SGD} for Over-Parameterized Models
and an Accelerated Perceptron},
journal = {CoRR},
volume = {abs/1810.07288},
year = {2018},
url = {http://arxiv.org/abs/1810.07288},
eprinttype = {arXiv},
eprint = {1810.07288},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09785,
author = {Alexandre D{\'{e}}fossez and
Neil Zeghidour and
Nicolas Usunier and
L{\'{e}}on Bottou and
Francis R. Bach},
title = {{SING:} Symbol-to-Instrument Neural Generator},
journal = {CoRR},
volume = {abs/1810.09785},
year = {2018},
url = {http://arxiv.org/abs/1810.09785},
eprinttype = {arXiv},
eprint = {1810.09785},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10046,
author = {Jason M. Altschuler and
Francis R. Bach and
Alessandro Rudi and
Jonathan Weed},
title = {Approximating the Quadratic Transportation Metric in Near-Linear Time},
journal = {CoRR},
volume = {abs/1810.10046},
year = {2018},
url = {http://arxiv.org/abs/1810.10046},
eprinttype = {arXiv},
eprint = {1810.10046},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08725,
author = {Tatiana Shpakova and
Francis R. Bach and
Anton Osokin},
title = {Marginal Weighted Maximum Log-likelihood for Efficient Learning of
Perturb-and-Map models},
journal = {CoRR},
volume = {abs/1811.08725},
year = {2018},
url = {http://arxiv.org/abs/1811.08725},
eprinttype = {arXiv},
eprint = {1811.08725},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-05189,
author = {Jason M. Altschuler and
Francis R. Bach and
Alessandro Rudi and
Jonathan Weed},
title = {Massively scalable Sinkhorn distances via the Nystr{\"{o}}m method},
journal = {CoRR},
volume = {abs/1812.05189},
year = {2018},
url = {http://arxiv.org/abs/1812.05189},
eprinttype = {arXiv},
eprint = {1812.05189},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-05189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07956,
author = {L{\'{e}}na{\"{\i}}c Chizat and
Francis R. Bach},
title = {A Note on Lazy Training in Supervised Differentiable Programming},
journal = {CoRR},
volume = {abs/1812.07956},
year = {2018},
url = {http://arxiv.org/abs/1812.07956},
eprinttype = {arXiv},
eprint = {1812.07956},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bach17,
author = {Francis R. Bach},
title = {Breaking the Curse of Dimensionality with Convex Neural Networks},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {19:1--19:53},
year = {2017},
url = {http://jmlr.org/papers/v18/14-546.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bach17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bach17a,
author = {Francis R. Bach},
title = {On the Equivalence between Kernel Quadrature Rules and Random Feature
Expansions},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {21:1--21:38},
year = {2017},
url = {http://jmlr.org/papers/v18/15-178.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bach17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PedregosaBG17,
author = {Fabian Pedregosa and
Francis R. Bach and
Alexandre Gramfort},
title = {On the Consistency of Ordinal Regression Methods},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {55:1--55:35},
year = {2017},
url = {http://jmlr.org/papers/v18/15-495.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PedregosaBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FlammarionPB17,
author = {Nicolas Flammarion and
Balamurugan Palaniappan and
Francis R. Bach},
title = {Robust Discriminative Clustering with Sparse Regularizers},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {80:1--80:50},
year = {2017},
url = {http://jmlr.org/papers/v18/16-429.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/FlammarionPB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DieuleveutFB17,
author = {Aymeric Dieuleveut and
Nicolas Flammarion and
Francis R. Bach},
title = {Harder, Better, Faster, Stronger Convergence Rates for Least-Squares
Regression},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {101:1--101:51},
year = {2017},
url = {http://jmlr.org/papers/v18/16-335.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DieuleveutFB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DupuyB17,
author = {Christophe Dupuy and
Francis R. Bach},
title = {Online but Accurate Inference for Latent Variable Models with Local
Gibbs Sampling},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {126:1--126:45},
year = {2017},
url = {http://jmlr.org/papers/v18/16-374.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DupuyB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KumarB17,
author = {K. S. Sesh Kumar and
Francis R. Bach},
title = {Active-set Methods for Submodular Minimization Problems},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {132:1--132:31},
year = {2017},
url = {http://jmlr.org/papers/v18/17-101.html},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/KumarB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/SchmidtRB17,
author = {Mark Schmidt and
Nicolas Le Roux and
Francis R. Bach},
title = {Minimizing finite sums with the stochastic average gradient},
journal = {Math. Program.},
volume = {162},
number = {1-2},
pages = {83--112},
year = {2017},
url = {https://doi.org/10.1007/s10107-016-1030-6},
doi = {10.1007/S10107-016-1030-6},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/SchmidtRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/SchmidtRB17a,
author = {Mark Schmidt and
Nicolas Le Roux and
Francis R. Bach},
title = {Erratum to: Minimizing finite sums with the stochastic average gradient},
journal = {Math. Program.},
volume = {162},
number = {1-2},
pages = {113},
year = {2017},
url = {https://doi.org/10.1007/s10107-016-1051-1},
doi = {10.1007/S10107-016-1051-1},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/SchmidtRB17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SankaranBB17,
author = {Raman Sankaran and
Francis R. Bach and
Chiranjib Bhattacharyya},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Identifying Groups of Strongly Correlated Variables through Smoothed
Ordered Weighted L\({}_{\mbox{1}}\)-norms},
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 = {1123--1131},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/sankaran17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SankaranBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/SchatzBD17,
author = {Thomas Schatz and
Francis R. Bach and
Emmanuel Dupoux},
editor = {Glenn Gunzelmann and
Andrew Howes and
Thora Tenbrink and
Eddy J. Davelaar},
title = {{ASR} Systems as Models of Phonetic Category Perception in Adults},
booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society,
CogSci 2017, London, UK, 16-29 July 2017},
publisher = {cognitivesciencesociety.org},
year = {2017},
url = {https://mindmodeling.org/cogsci2017/papers/0855/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:29 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/SchatzBD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FlammarionB17,
author = {Nicolas Flammarion and
Francis R. Bach},
editor = {Satyen Kale and
Ohad Shamir},
title = {Stochastic Composite Least-Squares Regression with Convergence Rate
{\textdollar}O(1/n){\textdollar}},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {831--875},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/flammarion17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/FlammarionB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RezendeZPBP17,
author = {Rafael S. Rezende and
Joaquin Zepeda and
Jean Ponce and
Francis R. Bach and
Patrick P{\'{e}}rez},
title = {Kernel Square-Loss Exemplar Machines for Image Retrieval},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {7263--7271},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.768},
doi = {10.1109/CVPR.2017.768},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RezendeZPBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YanezB17,
author = {Felipe Yanez and
Francis R. Bach},
title = {Primal-dual algorithms for non-negative matrix factorization with
the Kullback-Leibler divergence},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2257--2261},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952558},
doi = {10.1109/ICASSP.2017.7952558},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YanezB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScamanBBLM17,
author = {Kevin Scaman and
Francis R. Bach and
S{\'{e}}bastien Bubeck and
Yin Tat Lee and
Laurent Massouli{\'{e}}},
editor = {Doina Precup and
Yee Whye Teh},
title = {Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization
in Networks},
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 = {3027--3036},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/scaman17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScamanBBLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SchatzTBD17,
author = {Thomas Schatz and
Rory Turnbull and
Francis R. Bach and
Emmanuel Dupoux},
editor = {Francisco Lacerda},
title = {A Quantitative Measure of the Impact of Coarticulation on Phone Discriminability},
booktitle = {Interspeech 2017, 18th Annual Conference of the International Speech
Communication Association, Stockholm, Sweden, August 20-24, 2017},
pages = {3033--3037},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-1306},
doi = {10.21437/INTERSPEECH.2017-1306},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/SchatzTBD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/DupuyBD17,
author = {Christophe Dupuy and
Francis R. Bach and
Christophe Diot},
editor = {Petra Perner},
title = {Qualitative and Descriptive Topic Extraction from Movie Reviews Using
{LDA}},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 13th International
Conference, {MLDM} 2017, New York, NY, USA, July 15-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10358},
pages = {91--106},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-62416-7\_7},
doi = {10.1007/978-3-319-62416-7\_7},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/DupuyBD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OsokinBL17,
author = {Anton Osokin and
Francis R. Bach and
Simon Lacoste{-}Julien},
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 = {On Structured Prediction Theory with Calibrated Convex Surrogate Losses},
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 = {302--313},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/38db3aed920cf82ab059bfccbd02be6a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/OsokinBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScieurRBd17,
author = {Damien Scieur and
Vincent Roulet and
Francis R. Bach and
Alexandre d'Aspremont},
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 = {Integration Methods and Optimization Algorithms},
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 = {1109--1118},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/bf62768ca46b6c3b5bea9515d1a1fc45-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ScieurRBd17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScieurBd17,
author = {Damien Scieur and
Francis R. Bach and
Alexandre d'Aspremont},
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 = {Nonlinear Acceleration of Stochastic Algorithms},
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 = {3982--3991},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/fca0789e7891cbc0583298a238316122-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ScieurBd17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/raid/BeaugnonCB17,
author = {Ana{\"{e}}l Beaugnon and
Pierre Chifflier and
Francis R. Bach},
editor = {Marc Dacier and
Michael D. Bailey and
Michalis Polychronakis and
Manos Antonakakis},
title = {{ILAB:} An Interactive Labelling Strategy for Intrusion Detection},
booktitle = {Research in Attacks, Intrusions, and Defenses - 20th International
Symposium, {RAID} 2017, Atlanta, GA, USA, September 18-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10453},
pages = {120--140},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66332-6\_6},
doi = {10.1007/978-3-319-66332-6\_6},
timestamp = {Mon, 20 Nov 2023 09:00:29 +0100},
biburl = {https://dblp.org/rec/conf/raid/BeaugnonCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OsokinBL17,
author = {Anton Osokin and
Francis R. Bach and
Simon Lacoste{-}Julien},
title = {On Structured Prediction Theory with Calibrated Convex Surrogate Losses},
journal = {CoRR},
volume = {abs/1703.02403},
year = {2017},
url = {http://arxiv.org/abs/1703.02403},
eprinttype = {arXiv},
eprint = {1703.02403},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OsokinBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bach17,
author = {Francis R. Bach},
title = {Efficient Algorithms for Non-convex Isotonic Regression through Submodular
Optimization},
journal = {CoRR},
volume = {abs/1707.09157},
year = {2017},
url = {http://arxiv.org/abs/1707.09157},
eprinttype = {arXiv},
eprint = {1707.09157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bach17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01434,
author = {Sashank J. Reddi and
Manzil Zaheer and
Suvrit Sra and
Barnab{\'{a}}s P{\'{o}}czos and
Francis R. Bach and
Ruslan Salakhutdinov and
Alexander J. Smola},
title = {A Generic Approach for Escaping Saddle points},
journal = {CoRR},
volume = {abs/1709.01434},
year = {2017},
url = {http://arxiv.org/abs/1709.01434},
eprinttype = {arXiv},
eprint = {1709.01434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06273,
author = {Marwa El Halabi and
Francis R. Bach and
Volkan Cevher},
title = {Combinatorial Penalties: Which structures are preserved by convex
relaxations?},
journal = {CoRR},
volume = {abs/1710.06273},
year = {2017},
url = {http://arxiv.org/abs/1710.06273},
eprinttype = {arXiv},
eprint = {1710.06273},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07462,
author = {Robert M. Gower and
Nicolas Le Roux and
Francis R. Bach},
title = {Tracking the gradients using the Hessian: {A} new look at variance
reducing stochastic methods},
journal = {CoRR},
volume = {abs/1710.07462},
year = {2017},
url = {http://arxiv.org/abs/1710.07462},
eprinttype = {arXiv},
eprint = {1710.07462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01761,
author = {Alexandre D{\'{e}}fossez and
Francis R. Bach},
title = {AdaBatch: Efficient Gradient Aggregation Rules for Sequential and
Parallel Stochastic Gradient Methods},
journal = {CoRR},
volume = {abs/1711.01761},
year = {2017},
url = {http://arxiv.org/abs/1711.01761},
eprinttype = {arXiv},
eprint = {1711.01761},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04755,
author = {Loucas Pillaud{-}Vivien and
Alessandro Rudi and
Francis R. Bach},
title = {Exponential convergence of testing error for stochastic gradient methods},
journal = {CoRR},
volume = {abs/1712.04755},
year = {2017},
url = {http://arxiv.org/abs/1712.04755},
eprinttype = {arXiv},
eprint = {1712.04755},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BachP16,
author = {Francis R. Bach and
Vianney Perchet},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Highly-Smooth Zero-th Order Online Optimization},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {257--283},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/bach16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/BachP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LajugieBCAB16,
author = {R{\'{e}}mi Lajugie and
Piotr Bojanowski and
Philippe Cuvillier and
Sylvain Arlot and
Francis R. Bach},
title = {A weakly-supervised discriminative model for audio-to-score alignment},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {2484--2488},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472124},
doi = {10.1109/ICASSP.2016.7472124},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LajugieBCAB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PodosinnikovaBL16,
author = {Anastasia Podosinnikova and
Francis R. Bach and
Simon Lacoste{-}Julien},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Beyond {CCA:} Moment Matching for Multi-View Models},
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 = {458--467},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/podosinnikova16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/PodosinnikovaBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/netys/AouadDTBD16,
author = {Sara El Aouad and
Christophe Dupuy and
Renata Teixeira and
Francis R. Bach and
Christophe Diot},
editor = {Parosh Aziz Abdulla and
Carole Delporte{-}Gallet},
title = {Exploiting Crowd Sourced Reviews to Explain Movie Recommendation},
booktitle = {Networked Systems - 4th International Conference, {NETYS} 2016, Marrakech,
Morocco, May 18-20, 2016, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9944},
pages = {193--201},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46140-3\_15},
doi = {10.1007/978-3-319-46140-3\_15},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/netys/AouadDTBD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScieurdB16,
author = {Damien Scieur and
Alexandre d'Aspremont and
Francis R. Bach},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Regularized Nonlinear Acceleration},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {712--720},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/bbf94b34eb32268ada57a3be5062fe7d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ScieurdB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PalaniappanB16,
author = {Balamurugan Palaniappan and
Francis R. Bach},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Stochastic Variance Reduction Methods for Saddle-Point Problems},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1408--1416},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/1aa48fc4880bb0c9b8a3bf979d3b917e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PalaniappanB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GermainBLL16,
author = {Pascal Germain and
Francis R. Bach and
Alexandre Lacoste and
Simon Lacoste{-}Julien},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {PAC-Bayesian Theory Meets Bayesian Inference},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1876--1884},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/84d2004bf28a2095230e8e14993d398d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GermainBLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShpakovaB16,
author = {Tatiana Shpakova and
Francis R. Bach},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Parameter Learning for Log-supermodular Distributions},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3234--3242},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/e9fd7c2c6623306db59b6aef5c0d5cac-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShpakovaB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GenevayCPB16,
author = {Aude Genevay and
Marco Cuturi and
Gabriel Peyr{\'{e}} and
Francis R. Bach},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Stochastic Optimization for Large-scale Optimal Transport},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3432--3440},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/2a27b8144ac02f67687f76782a3b5d8f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GenevayCPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DieuleveutFB16,
author = {Aymeric Dieuleveut and
Nicolas Flammarion and
Francis R. Bach},
title = {Harder, Better, Faster, Stronger Convergence Rates for Least-Squares
Regression},
journal = {CoRR},
volume = {abs/1602.05419},
year = {2016},
url = {http://arxiv.org/abs/1602.05419},
eprinttype = {arXiv},
eprint = {1602.05419},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DieuleveutFB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PodosinnikovaBL16,
author = {Anastasia Podosinnikova and
Francis R. Bach and
Simon Lacoste{-}Julien},
title = {Beyond {CCA:} Moment Matching for Multi-View Models},
journal = {CoRR},
volume = {abs/1602.09013},
year = {2016},
url = {http://arxiv.org/abs/1602.09013},
eprinttype = {arXiv},
eprint = {1602.09013},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PodosinnikovaBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DupuyB16,
author = {Christophe Dupuy and
Francis R. Bach},
title = {Online but Accurate Inference for Latent Variable Models with Local
Gibbs Sampling},
journal = {CoRR},
volume = {abs/1603.02644},
year = {2016},
url = {http://arxiv.org/abs/1603.02644},
eprinttype = {arXiv},
eprint = {1603.02644},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DupuyB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PB16,
author = {Balamurugan Palaniappan and
Francis R. Bach},
title = {Stochastic Variance Reduction Methods for Saddle-Point Problems},
journal = {CoRR},
volume = {abs/1605.06398},
year = {2016},
url = {http://arxiv.org/abs/1605.06398},
eprinttype = {arXiv},
eprint = {1605.06398},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachP16,
author = {Francis R. Bach and
Vianney Perchet},
title = {Highly-Smooth Zero-th Order Online Optimization Vianney Perchet},
journal = {CoRR},
volume = {abs/1605.08165},
year = {2016},
url = {http://arxiv.org/abs/1605.08165},
eprinttype = {arXiv},
eprint = {1605.08165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AudeCPB16,
author = {Aude Genevay and
Marco Cuturi and
Gabriel Peyr{\'{e}} and
Francis R. Bach},
title = {Stochastic Optimization for Large-scale Optimal Transport},
journal = {CoRR},
volume = {abs/1605.08527},
year = {2016},
url = {http://arxiv.org/abs/1605.08527},
eprinttype = {arXiv},
eprint = {1605.08527},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AudeCPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GermainBLL16,
author = {Pascal Germain and
Francis R. Bach and
Alexandre Lacoste and
Simon Lacoste{-}Julien},
title = {PAC-Bayesian Theory Meets Bayesian Inference},
journal = {CoRR},
volume = {abs/1605.08636},
year = {2016},
url = {http://arxiv.org/abs/1605.08636},
eprinttype = {arXiv},
eprint = {1605.08636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GermainBLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShpakovaB16,
author = {Tatiana Shpakova and
Francis R. Bach},
title = {Parameter Learning for Log-supermodular Distributions},
journal = {CoRR},
volume = {abs/1608.05258},
year = {2016},
url = {http://arxiv.org/abs/1608.05258},
eprinttype = {arXiv},
eprint = {1608.05258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShpakovaB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FlammarionPB16,
author = {Nicolas Flammarion and
Balamurugan Palaniappan and
Francis R. Bach},
title = {Robust Discriminative Clustering with Sparse Regularizers},
journal = {CoRR},
volume = {abs/1608.08052},
year = {2016},
url = {http://arxiv.org/abs/1608.08052},
eprinttype = {arXiv},
eprint = {1608.08052},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FlammarionPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DupuyB16a,
author = {Christophe Dupuy and
Francis R. Bach},
title = {Learning Determinantal Point Processes in Sublinear Time},
journal = {CoRR},
volume = {abs/1610.05925},
year = {2016},
url = {http://arxiv.org/abs/1610.05925},
eprinttype = {arXiv},
eprint = {1610.05925},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DupuyB16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/MairalEB15,
author = {Julien Mairal and
Michael Elad and
Francis R. Bach},
title = {Guest Editorial: Sparse Coding},
journal = {Int. J. Comput. Vis.},
volume = {114},
number = {2-3},
pages = {89--90},
year = {2015},
url = {https://doi.org/10.1007/s11263-015-0845-6},
doi = {10.1007/S11263-015-0845-6},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/MairalEB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/Bach15,
author = {Francis R. Bach},
title = {Duality Between Subgradient and Conditional Gradient Methods},
journal = {{SIAM} J. Optim.},
volume = {25},
number = {1},
pages = {115--129},
year = {2015},
url = {https://doi.org/10.1137/130941961},
doi = {10.1137/130941961},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/Bach15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/FogelJBd15,
author = {Fajwel Fogel and
Rodolphe Jenatton and
Francis R. Bach and
Alexandre d'Aspremont},
title = {Convex Relaxations for Permutation Problems},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {36},
number = {4},
pages = {1465--1488},
year = {2015},
url = {https://doi.org/10.1137/130947362},
doi = {10.1137/130947362},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/FogelJBd15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GribonvalJBKS15,
author = {R{\'{e}}mi Gribonval and
Rodolphe Jenatton and
Francis R. Bach and
Martin Kleinsteuber and
Matthias Seibert},
title = {Sample Complexity of Dictionary Learning and Other Matrix Factorizations},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {6},
pages = {3469--3486},
year = {2015},
url = {https://doi.org/10.1109/TIT.2015.2424238},
doi = {10.1109/TIT.2015.2424238},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/GribonvalJBKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GribonvalJB15,
author = {R{\'{e}}mi Gribonval and
Rodolphe Jenatton and
Francis R. Bach},
title = {Sparse and Spurious: Dictionary Learning With Noise and Outliers},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {11},
pages = {6298--6319},
year = {2015},
url = {https://doi.org/10.1109/TIT.2015.2472522},
doi = {10.1109/TIT.2015.2472522},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/GribonvalJB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShervashidzeB15,
author = {Nino Shervashidze and
Francis R. Bach},
title = {Learning the Structure for Structured Sparsity},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {18},
pages = {4894--4902},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2446432},
doi = {10.1109/TSP.2015.2446432},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ShervashidzeB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DefossezB15,
author = {Alexandre D{\'{e}}fossez and
Francis R. Bach},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal
Sampling Distributions},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/defossez15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DefossezB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Lacoste-JulienL15,
author = {Simon Lacoste{-}Julien and
Fredrik Lindsten and
Francis R. Bach},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/lacoste-julien15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Lacoste-JulienL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FlammarionB15,
author = {Nicolas Flammarion and
Francis R. Bach},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {From Averaging to Acceleration, There is Only a Step-size},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {658--695},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Flammarion15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/FlammarionB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BiettiBC15,
author = {Alberto Bietti and
Francis R. Bach and
Arshia Cont},
title = {An online {EM} algorithm in hidden (semi-)Markov models for audio
segmentation and clustering},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {1881--1885},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178297},
doi = {10.1109/ICASSP.2015.7178297},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BiettiBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BojanowskiLGBLP15,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Edouard Grave and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid},
title = {Weakly-Supervised Alignment of Video with Text},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {4462--4470},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.507},
doi = {10.1109/ICCV.2015.507},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BojanowskiLGBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PodosinnikovaBL15,
author = {Anastasia Podosinnikova and
Francis R. Bach and
Simon Lacoste{-}Julien},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Rethinking {LDA:} Moment Matching for Discrete {ICA}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {514--522},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/9be40cee5b0eee1462c82c6964087ff9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PodosinnikovaBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShivannaCSBB15,
author = {Rakesh Shivanna and
Bibaswan K. Chatterjee and
Raman Sankaran and
Chiranjib Bhattacharyya and
Francis R. Bach},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Spectral Norm Regularization of Orthonormal Representations for Graph
Transduction},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2215--2223},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/1ee3dfcd8a0645a25a35977997223d22-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShivannaCSBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2015,
editor = {Francis R. Bach and
David M. Blei},
title = {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},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lacoste-JulienLB15,
author = {Simon Lacoste{-}Julien and
Fredrik Lindsten and
Francis R. Bach},
title = {Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering},
journal = {CoRR},
volume = {abs/1501.02056},
year = {2015},
url = {http://arxiv.org/abs/1501.02056},
eprinttype = {arXiv},
eprint = {1501.02056},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lacoste-JulienLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bach15,
author = {Francis R. Bach},
title = {On the Equivalence between Quadrature Rules and Random Features},
journal = {CoRR},
volume = {abs/1502.06800},
year = {2015},
url = {http://arxiv.org/abs/1502.06800},
eprinttype = {arXiv},
eprint = {1502.06800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bach15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarJJSB15,
author = {K. S. Sesh Kumar and
{\'{A}}lvaro Barbero Jim{\'{e}}nez and
Stefanie Jegelka and
Suvrit Sra and
Francis R. Bach},
title = {Convex Optimization for Parallel Energy Minimization},
journal = {CoRR},
volume = {abs/1503.01563},
year = {2015},
url = {http://arxiv.org/abs/1503.01563},
eprinttype = {arXiv},
eprint = {1503.01563},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarJJSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiLGBLP15,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Edouard Grave and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid},
title = {Weakly-Supervised Alignment of Video With Text},
journal = {CoRR},
volume = {abs/1505.06027},
year = {2015},
url = {http://arxiv.org/abs/1505.06027},
eprinttype = {arXiv},
eprint = {1505.06027},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiLGBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LajugieBAB15,
author = {R{\'{e}}mi Lajugie and
Piotr Bojanowski and
Sylvain Arlot and
Francis R. Bach},
title = {Semidefinite and Spectral Relaxations for Multi-Label Classification},
journal = {CoRR},
volume = {abs/1506.01829},
year = {2015},
url = {http://arxiv.org/abs/1506.01829},
eprinttype = {arXiv},
eprint = {1506.01829},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LajugieBAB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RouletFdB15,
author = {Vincent Roulet and
Fajwel Fogel and
Alexandre d'Aspremont and
Francis R. Bach},
title = {Supervised Clustering in the Data Cube},
journal = {CoRR},
volume = {abs/1506.04908},
year = {2015},
url = {http://arxiv.org/abs/1506.04908},
eprinttype = {arXiv},
eprint = {1506.04908},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RouletFdB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PodosinnikovaBL15,
author = {Anastasia Podosinnikova and
Francis R. Bach and
Simon Lacoste{-}Julien},
title = {Rethinking {LDA:} moment matching for discrete {ICA}},
journal = {CoRR},
volume = {abs/1507.01784},
year = {2015},
url = {http://arxiv.org/abs/1507.01784},
eprinttype = {arXiv},
eprint = {1507.01784},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PodosinnikovaBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bach15a,
author = {Francis R. Bach},
title = {Submodular Functions: from Discrete to Continous Domains},
journal = {CoRR},
volume = {abs/1511.00394},
year = {2015},
url = {http://arxiv.org/abs/1511.00394},
eprinttype = {arXiv},
eprint = {1511.00394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bach15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HockingBRSJDRBSSBV14,
author = {Toby Dylan Hocking and
Valentina Boeva and
Guillem Rigaill and
Gudrun Schleiermacher and
Isabelle Janoueix{-}Lerosey and
Olivier Delattre and
Wilfrid Richer and
Franck Bourdeaut and
Miyuki Suguro and
Masao Seto and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {SegAnnDB: interactive Web-based genomic segmentation},
journal = {Bioinform.},
volume = {30},
number = {11},
pages = {1539--1546},
year = {2014},
url = {https://doi.org/10.1093/bioinformatics/btu072},
doi = {10.1093/BIOINFORMATICS/BTU072},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/HockingBRSJDRBSSBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftcgv/MairalBP14,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce},
title = {Sparse Modeling for Image and Vision Processing},
journal = {Found. Trends Comput. Graph. Vis.},
volume = {8},
number = {2-3},
pages = {85--283},
year = {2014},
url = {https://doi.org/10.1561/0600000058},
doi = {10.1561/0600000058},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftcgv/MairalBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bach14,
author = {Francis R. Bach},
title = {Adaptivity of averaged stochastic gradient descent to local strong
convexity for logistic regression},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {595--627},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2627454},
doi = {10.5555/2627435.2627454},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bach14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/dAspremontBG14,
author = {Alexandre d'Aspremont and
Francis R. Bach and
Laurent El Ghaoui},
title = {Approximation bounds for sparse principal component analysis},
journal = {Math. Program.},
volume = {148},
number = {1-2},
pages = {89--110},
year = {2014},
url = {https://doi.org/10.1007/s10107-014-0751-7},
doi = {10.1007/S10107-014-0751-7},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/dAspremontBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/GiannakisBCMN14,
author = {Georgios B. Giannakis and
Francis R. Bach and
Raphael Cendrillon and
Michael W. Mahoney and
Jennifer Neville},
title = {Signal Processing for Big Data [From the Guest Editors]},
journal = {{IEEE} Signal Process. Mag.},
volume = {31},
number = {5},
pages = {15--16},
year = {2014},
url = {https://doi.org/10.1109/MSP.2014.2330054},
doi = {10.1109/MSP.2014.2330054},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/GiannakisBCMN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/GraveOB14,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
editor = {Jan Hajic and
Junichi Tsujii},
title = {A Markovian approach to distributional semantics with application
to semantic compositionality},
booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, August 23-29, 2014,
Dublin, Ireland},
pages = {1447--1456},
publisher = {{ACL}},
year = {2014},
url = {https://aclanthology.org/C14-1137/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/GraveOB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BojanowskiLBLPSS14,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid and
Josef Sivic},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Weakly Supervised Action Labeling in Videos under Ordering Constraints},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {8693},
pages = {628--643},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10602-1\_41},
doi = {10.1007/978-3-319-10602-1\_41},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/BojanowskiLBLPSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LajugieBA14,
author = {R{\'{e}}mi Lajugie and
Francis R. Bach and
Sylvain Arlot},
title = {Large-Margin Metric Learning for Constrained Partitioning Problems},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {297--305},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/lajugie14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/LajugieBA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SchatzPCBHD14,
author = {Thomas Schatz and
Vijayaditya Peddinti and
Xuan{-}Nga Cao and
Francis R. Bach and
Hynek Hermansky and
Emmanuel Dupoux},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Evaluating speech features with the minimal-pair {ABX} task {(II):}
resistance to noise},
booktitle = {{INTERSPEECH} 2014, 15th Annual Conference of the International Speech
Communication Association, Singapore, September 14-18, 2014},
pages = {915--919},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-228},
doi = {10.21437/INTERSPEECH.2014-228},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/SchatzPCBHD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DefazioBL14,
author = {Aaron Defazio and
Francis R. Bach and
Simon Lacoste{-}Julien},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {{SAGA:} {A} Fast Incremental Gradient Method With Support for Non-Strongly
Convex Composite Objectives},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1646--1654},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/ede7e2b6d13a41ddf9f4bdef84fdc737-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DefazioBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LajugieGBA14,
author = {R{\'{e}}mi Lajugie and
Damien Garreau and
Francis R. Bach and
Sylvain Arlot},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Metric Learning for Temporal Sequence Alignment},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1817--1825},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/9c01802ddb981e6bcfbec0f0516b8e35-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LajugieGBA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/SeibertKGJB14,
author = {Matthias Seibert and
Martin Kleinsteuber and
R{\'{e}}mi Gribonval and
Rodolphe Jenatton and
Francis R. Bach},
title = {On the sample complexity of sparse dictionary learning},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {244--247},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884621},
doi = {10.1109/SSP.2014.6884621},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/SeibertKGJB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DefazioBL14,
author = {Aaron Defazio and
Francis R. Bach and
Simon Lacoste{-}Julien},
title = {{SAGA:} {A} Fast Incremental Gradient Method With Support for Non-Strongly
Convex Composite Objectives},
journal = {CoRR},
volume = {abs/1407.0202},
year = {2014},
url = {http://arxiv.org/abs/1407.0202},
eprinttype = {arXiv},
eprint = {1407.0202},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DefazioBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiLBLPSS14,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid and
Josef Sivic},
title = {Weakly Supervised Action Labeling in Videos Under Ordering Constraints},
journal = {CoRR},
volume = {abs/1407.1208},
year = {2014},
url = {http://arxiv.org/abs/1407.1208},
eprinttype = {arXiv},
eprint = {1407.1208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiLBLPSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GribonvalJB14,
author = {R{\'{e}}mi Gribonval and
Rodolphe Jenatton and
Francis R. Bach},
title = {Sparse and spurious: dictionary learning with noise and outliers},
journal = {CoRR},
volume = {abs/1407.5155},
year = {2014},
url = {http://arxiv.org/abs/1407.5155},
eprinttype = {arXiv},
eprint = {1407.5155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GribonvalJB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PedregosaBG14,
author = {Fabian Pedregosa and
Francis R. Bach and
Alexandre Gramfort},
title = {On the Consistency of Ordinal Regression Methods},
journal = {CoRR},
volume = {abs/1408.2327},
year = {2014},
url = {http://arxiv.org/abs/1408.2327},
eprinttype = {arXiv},
eprint = {1408.2327},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PedregosaBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GarreauLAB14,
author = {Damien Garreau and
R{\'{e}}mi Lajugie and
Sylvain Arlot and
Francis R. Bach},
title = {Metric Learning for Temporal Sequence Alignment},
journal = {CoRR},
volume = {abs/1409.3136},
year = {2014},
url = {http://arxiv.org/abs/1409.3136},
eprinttype = {arXiv},
eprint = {1409.3136},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GarreauLAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MairalBP14,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce},
title = {Sparse Modeling for Image and Vision Processing},
journal = {CoRR},
volume = {abs/1411.3230},
year = {2014},
url = {http://arxiv.org/abs/1411.3230},
eprinttype = {arXiv},
eprint = {1411.3230},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MairalBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DefossezB14,
author = {Alexandre D{\'{e}}fossez and
Francis R. Bach},
title = {Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and
Optimal Sampling Distributions},
journal = {CoRR},
volume = {abs/1412.0156},
year = {2014},
url = {http://arxiv.org/abs/1412.0156},
eprinttype = {arXiv},
eprint = {1412.0156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DefossezB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanezB14,
author = {Felipe Yanez and
Francis R. Bach},
title = {Primal-Dual Algorithms for Non-negative Matrix Factorization with
the Kullback-Leibler Divergence},
journal = {CoRR},
volume = {abs/1412.1788},
year = {2014},
url = {http://arxiv.org/abs/1412.1788},
eprinttype = {arXiv},
eprint = {1412.1788},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YanezB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bach14,
author = {Francis R. Bach},
title = {Breaking the Curse of Dimensionality with Convex Neural Networks},
journal = {CoRR},
volume = {abs/1412.8690},
year = {2014},
url = {http://arxiv.org/abs/1412.8690},
eprinttype = {arXiv},
eprint = {1412.8690},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bach14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/HockingSJBCDBV13,
author = {Toby Dylan Hocking and
Gudrun Schleiermacher and
Isabelle Janoueix{-}Lerosey and
Valentina Boeva and
Julie Cappo and
Olivier Delattre and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Learning smoothing models of copy number profiles using breakpoint
annotations},
journal = {{BMC} Bioinform.},
volume = {14},
pages = {164},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-164},
doi = {10.1186/1471-2105-14-164},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/HockingSJBCDBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Bach13,
author = {Francis R. Bach},
title = {Learning with Submodular Functions: {A} Convex Optimization Perspective},
journal = {Found. Trends Mach. Learn.},
volume = {6},
number = {2-3},
pages = {145--373},
year = {2013},
url = {https://doi.org/10.1561/2200000039},
doi = {10.1561/2200000039},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/Bach13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/MishraMBS13,
author = {Bamdev Mishra and
Gilles Meyer and
Francis R. Bach and
Rodolphe Sepulchre},
title = {Low-Rank Optimization with Trace Norm Penalty},
journal = {{SIAM} J. Optim.},
volume = {23},
number = {4},
pages = {2124--2149},
year = {2013},
url = {https://doi.org/10.1137/110859646},
doi = {10.1137/110859646},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/MishraMBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/HarchaouiBCM13,
author = {Za{\"{\i}}d Harchaoui and
Francis R. Bach and
Olivier Capp{\'{e}} and
Eric Moulines},
title = {Kernel-Based Methods for Hypothesis Testing: {A} Unified View},
journal = {{IEEE} Signal Process. Mag.},
volume = {30},
number = {4},
pages = {87--97},
year = {2013},
url = {https://doi.org/10.1109/MSP.2013.2253631},
doi = {10.1109/MSP.2013.2253631},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/HarchaouiBCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Bach13,
author = {Francis R. Bach},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Sharp analysis of low-rank kernel matrix approximations},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {185--209},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Bach13.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/Bach13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/GraveOB13,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
editor = {Julia Hockenmaier and
Sebastian Riedel},
title = {Hidden Markov tree models for semantic class induction},
booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013},
pages = {94--103},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/W13-3511/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/GraveOB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/NelakantiAMBB13,
author = {Anil Kumar Nelakanti and
C{\'{e}}dric Archambeau and
Julien Mairal and
Francis R. Bach and
Guillaume Bouchard},
title = {Structured Penalties for Log-Linear Language Models},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {233--243},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1024/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/NelakantiAMBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BojanowskiBLPSS13,
author = {Piotr Bojanowski and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid and
Josef Sivic},
title = {Finding Actors and Actions in Movies},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
Australia, December 1-8, 2013},
pages = {2280--2287},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCV.2013.283},
doi = {10.1109/ICCV.2013.283},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BojanowskiBLPSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HockingRVB13,
author = {Toby Hocking and
Guillem Rigaill and
Jean{-}Philippe Vert and
Francis R. Bach},
title = {Learning Sparse Penalties for Change-point Detection using Max Margin
Interval Regression},
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 = {172--180},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/hocking13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HockingRVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarB13,
author = {K. S. Sesh Kumar and
Francis R. Bach},
title = {Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs},
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 = {525--533},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/kumar13c.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KumarB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RichardBV13,
author = {Emile Richard and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Intersecting singularities for multi-structured estimation},
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 = {1157--1165},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/richard13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RichardBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SchatzPBJHD13,
author = {Thomas Schatz and
Vijayaditya Peddinti and
Francis R. Bach and
Aren Jansen and
Hynek Hermansky and
Emmanuel Dupoux},
editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and
Christophe Cerisara and
C{\'{e}}cile Fougeron and
Guillaume Gravier and
Lori Lamel and
Fran{\c{c}}ois Pellegrino and
Pascal Perrier},
title = {Evaluating speech features with the minimal-pair {ABX} task: analysis
of the classical {MFC/PLP} pipeline},
booktitle = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech
Communication Association, Lyon, France, August 25-29, 2013},
pages = {1781--1785},
publisher = {{ISCA}},
year = {2013},
url = {https://doi.org/10.21437/Interspeech.2013-441},
doi = {10.21437/INTERSPEECH.2013-441},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/SchatzPBJHD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachM13,
author = {Francis R. Bach and
Eric Moulines},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Non-strongly-convex smooth stochastic approximation with convergence
rate O(1/n)},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {773--781},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/7fe1f8abaad094e0b5cb1b01d712f708-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FogelJBd13,
author = {Fajwel Fogel and
Rodolphe Jenatton and
Francis R. Bach and
Alexandre d'Aspremont},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Convex Relaxations for Permutation Problems},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1016--1024},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/647bba344396e7c8170902bcf2e15551-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FogelJBd13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JegelkaBS13,
author = {Stefanie Jegelka and
Francis R. Bach and
Suvrit Sra},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Reflection methods for user-friendly submodular optimization},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1313--1321},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/5dd9db5e033da9c6fb5ba83c7a7ebea9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JegelkaBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1109-0093,
author = {Nicolas Le Roux and
Francis R. Bach},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Local Component Analysis},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1109.0093},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-0093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0554,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Tree-dependent Component Analysis},
journal = {CoRR},
volume = {abs/1301.0554},
year = {2013},
url = {http://arxiv.org/abs/1301.0554},
eprinttype = {arXiv},
eprint = {1301.0554},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-1280,
author = {R{\'{e}}mi Lajugie and
Sylvain Arlot and
Francis R. Bach},
title = {Large-Margin Metric Learning for Partitioning Problems},
journal = {CoRR},
volume = {abs/1303.1280},
year = {2013},
url = {http://arxiv.org/abs/1303.1280},
eprinttype = {arXiv},
eprint = {1303.1280},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-1280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-6149,
author = {Francis R. Bach},
title = {Adaptivity of averaged stochastic gradient descent to local strong
convexity for logistic regression},
journal = {CoRR},
volume = {abs/1303.6149},
year = {2013},
url = {http://arxiv.org/abs/1303.6149},
eprinttype = {arXiv},
eprint = {1303.6149},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-6149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachM13,
author = {Francis R. Bach and
Eric Moulines},
title = {Non-strongly-convex smooth stochastic approximation with convergence
rate O(1/n)},
journal = {CoRR},
volume = {abs/1306.2119},
year = {2013},
url = {http://arxiv.org/abs/1306.2119},
eprinttype = {arXiv},
eprint = {1306.2119},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchmidtRB13,
author = {Mark Schmidt and
Nicolas Le Roux and
Francis R. Bach},
title = {Minimizing Finite Sums with the Stochastic Average Gradient},
journal = {CoRR},
volume = {abs/1309.2388},
year = {2013},
url = {http://arxiv.org/abs/1309.2388},
eprinttype = {arXiv},
eprint = {1309.2388},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchmidtRB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarB13a,
author = {K. S. Sesh Kumar and
Francis R. Bach},
title = {Maximizing submodular functions using probabilistic graphical models},
journal = {CoRR},
volume = {abs/1309.2593},
year = {2013},
url = {http://arxiv.org/abs/1309.2593},
eprinttype = {arXiv},
eprint = {1309.2593},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarB13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bach13,
author = {Francis R. Bach},
title = {Convex relaxations of structured matrix factorizations},
journal = {CoRR},
volume = {abs/1309.3117},
year = {2013},
url = {http://arxiv.org/abs/1309.3117},
eprinttype = {arXiv},
eprint = {1309.3117},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bach13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JegelkaBS13,
author = {Stefanie Jegelka and
Francis R. Bach and
Suvrit Sra},
title = {Reflection methods for user-friendly submodular optimization},
journal = {CoRR},
volume = {abs/1311.4296},
year = {2013},
url = {http://arxiv.org/abs/1311.4296},
eprinttype = {arXiv},
eprint = {1311.4296},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JegelkaBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GribonvalJBKS13,
author = {R{\'{e}}mi Gribonval and
Rodolphe Jenatton and
Francis R. Bach and
Martin Kleinsteuber and
Matthias Seibert},
title = {Sample Complexity of Dictionary Learning and other Matrix Factorizations},
journal = {CoRR},
volume = {abs/1312.3790},
year = {2013},
url = {http://arxiv.org/abs/1312.3790},
eprinttype = {arXiv},
eprint = {1312.3790},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GribonvalJBKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GraveOB13,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
title = {Domain adaptation for sequence labeling using hidden Markov models},
journal = {CoRR},
volume = {abs/1312.4092},
year = {2013},
url = {http://arxiv.org/abs/1312.4092},
eprinttype = {arXiv},
eprint = {1312.4092},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GraveOB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/BachJMO12,
author = {Francis R. Bach and
Rodolphe Jenatton and
Julien Mairal and
Guillaume Obozinski},
title = {Optimization with Sparsity-Inducing Penalties},
journal = {Found. Trends Mach. Learn.},
volume = {4},
number = {1},
pages = {1--106},
year = {2012},
url = {https://doi.org/10.1561/2200000015},
doi = {10.1561/2200000015},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/BachJMO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SolnonAB12,
author = {Matthieu Solnon and
Sylvain Arlot and
Francis R. Bach},
title = {Multi-task regression using minimal penalties},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2773--2812},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503331},
doi = {10.5555/2503308.2503331},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SolnonAB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MairalBP12,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce},
title = {Task-Driven Dictionary Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {4},
pages = {791--804},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.156},
doi = {10.1109/TPAMI.2011.156},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/MairalBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/JenattonGMOEBT12,
author = {Rodolphe Jenatton and
Alexandre Gramfort and
Vincent Michel and
Guillaume Obozinski and
Evelyn Eger and
Francis R. Bach and
Bertrand Thirion},
title = {Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity},
journal = {{SIAM} J. Imaging Sci.},
volume = {5},
number = {3},
pages = {835--856},
year = {2012},
url = {https://doi.org/10.1137/110832380},
doi = {10.1137/110832380},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/JenattonGMOEBT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JoulinBP12,
author = {Armand Joulin and
Francis R. Bach and
Jean Ponce},
title = {Multi-class cosegmentation},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {542--549},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247719},
doi = {10.1109/CVPR.2012.6247719},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/JoulinBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachLO12,
author = {Francis R. Bach and
Simon Lacoste{-}Julien and
Guillaume Obozinski},
title = {On the Equivalence between Herding and Conditional Gradient Algorithms},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/683.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachLO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JoulinB12,
author = {Armand Joulin and
Francis R. Bach},
title = {A convex relaxation for weakly supervised classifiers},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/641.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JoulinB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/Bach12,
author = {Francis R. Bach},
editor = {Pedro Latorre Carmona and
J. Salvador S{\'{a}}nchez and
Ana L. N. Fred},
title = {Structured Sparsity and Convex Optimization},
booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
Pattern Recognition Applications and Methods, Volume 1, Vilamoura,
Algarve, Portugal, 6-8 February, 2012},
publisher = {SciTePress},
year = {2012},
timestamp = {Thu, 26 Jul 2018 12:47:50 +0200},
biburl = {https://dblp.org/rec/conf/icpram/Bach12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/LefevreBF12,
author = {Augustin Lef{\`{e}}vre and
Francis R. Bach and
C{\'{e}}dric F{\'{e}}votte},
editor = {Fabien Gouyon and
Perfecto Herrera and
Luis Gustavo Martins and
Meinard M{\"{u}}ller},
title = {Semi-supervised {NMF} with Time-frequency Annotations for Single-channel
Source Separation},
booktitle = {Proceedings of the 13th International Society for Music Information
Retrieval Conference, {ISMIR} 2012, Mosteiro S.Bento Da Vit{\'{o}}ria,
Porto, Portugal, October 8-12, 2012},
pages = {115--120},
publisher = {{FEUP} Edi{\c{c}}{\~{o}}es},
year = {2012},
url = {http://ismir2012.ismir.net/event/papers/115-ismir-2012.pdf},
timestamp = {Tue, 04 Jan 2022 10:38:10 +0100},
biburl = {https://dblp.org/rec/conf/ismir/LefevreBF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KadriRBP12,
author = {Hachem Kadri and
Alain Rakotomamonjy and
Francis R. Bach and
Philippe Preux},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Multiple Operator-valued Kernel Learning},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2438--2446},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/36a1694bce9815b7e38a9dad05ad42e0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KadriRBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RouxSB12,
author = {Nicolas Le Roux and
Mark Schmidt and
Francis R. Bach},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Stochastic Gradient Method with an Exponential Convergence Rate
for Finite Training Sets},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2672--2680},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/905056c1ac1dad141560467e0a99e1cf-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RouxSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-6258,
author = {Nicolas Le Roux and
Mark Schmidt and
Francis R. Bach},
title = {A Stochastic Gradient Method with an Exponential Convergence Rate
for Strongly-Convex Optimization with Finite Training Sets},
journal = {CoRR},
volume = {abs/1202.6258},
year = {2012},
url = {http://arxiv.org/abs/1202.6258},
eprinttype = {arXiv},
eprint = {1202.6258},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-6258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-1596,
author = {Hachem Kadri and
Alain Rakotomamonjy and
Francis R. Bach and
Philippe Preux},
title = {Multiple Operator-valued Kernel Learning},
journal = {CoRR},
volume = {abs/1203.1596},
year = {2012},
url = {http://arxiv.org/abs/1203.1596},
eprinttype = {arXiv},
eprint = {1203.1596},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-1596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4523,
author = {Francis R. Bach and
Simon Lacoste{-}Julien and
Guillaume Obozinski},
title = {On the Equivalence between Herding and Conditional Gradient Algorithms},
journal = {CoRR},
volume = {abs/1203.4523},
year = {2012},
url = {http://arxiv.org/abs/1203.4523},
eprinttype = {arXiv},
eprint = {1203.4523},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-1240,
author = {Guillaume Obozinski and
Francis R. Bach},
title = {Convex Relaxation for Combinatorial Penalties},
journal = {CoRR},
volume = {abs/1205.1240},
year = {2012},
url = {http://arxiv.org/abs/1205.1240},
eprinttype = {arXiv},
eprint = {1205.1240},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-1240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-2015,
author = {Francis R. Bach},
title = {Sharp analysis of low-rank kernel matrix approximations},
journal = {CoRR},
volume = {abs/1208.2015},
year = {2012},
url = {http://arxiv.org/abs/1208.2015},
eprinttype = {arXiv},
eprint = {1208.2015},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-0685,
author = {Rodolphe Jenatton and
R{\'{e}}mi Gribonval and
Francis R. Bach},
title = {Local stability and robustness of sparse dictionary learning in the
presence of noise},
journal = {CoRR},
volume = {abs/1210.0685},
year = {2012},
url = {http://arxiv.org/abs/1210.0685},
eprinttype = {arXiv},
eprint = {1210.0685},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-0685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-6302,
author = {Francis R. Bach},
title = {Duality between subgradient and conditional gradient methods},
journal = {CoRR},
volume = {abs/1211.6302},
year = {2012},
url = {http://arxiv.org/abs/1211.6302},
eprinttype = {arXiv},
eprint = {1211.6302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-6302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2002,
author = {Simon Lacoste{-}Julien and
Mark Schmidt and
Francis R. Bach},
title = {A simpler approach to obtaining an O(1/t) convergence rate for the
projected stochastic subgradient method},
journal = {CoRR},
volume = {abs/1212.2002},
year = {2012},
url = {http://arxiv.org/abs/1212.2002},
eprinttype = {arXiv},
eprint = {1212.2002},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2573,
author = {K. S. Sesh Kumar and
Francis R. Bach},
title = {Convex Relaxations for Learning Bounded Treewidth Decomposable Graphs},
journal = {CoRR},
volume = {abs/1212.2573},
year = {2012},
url = {http://arxiv.org/abs/1212.2573},
eprinttype = {arXiv},
eprint = {1212.2573},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JenattonMOB11,
author = {Rodolphe Jenatton and
Julien Mairal and
Guillaume Obozinski and
Francis R. Bach},
title = {Proximal Methods for Hierarchical Sparse Coding},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2297--2334},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021074},
doi = {10.5555/1953048.2021074},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JenattonMOB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MairalJOB11,
author = {Julien Mairal and
Rodolphe Jenatton and
Guillaume Obozinski and
Francis R. Bach},
title = {Convex and Network Flow Optimization for Structured Sparsity},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2681--2720},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078191},
doi = {10.5555/1953048.2078191},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MairalJOB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JenattonAB11,
author = {Rodolphe Jenatton and
Jean{-}Yves Audibert and
Francis R. Bach},
title = {Structured Variable Selection with Sparsity-Inducing Norms},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2777--2824},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078194},
doi = {10.5555/1953048.2078194},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JenattonAB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mp/dAspremontBDY11,
author = {Alexandre d'Aspremont and
Francis R. Bach and
Inderjit S. Dhillon and
Bin Yu},
title = {Preface},
journal = {Math. Program.},
volume = {127},
number = {1},
pages = {1--2},
year = {2011},
url = {https://doi.org/10.1007/s10107-010-0424-0},
doi = {10.1007/S10107-010-0424-0},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mp/dAspremontBDY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DuchenneBKP11,
author = {Olivier Duchenne and
Francis R. Bach and
In{-}So Kweon and
Jean Ponce},
title = {A Tensor-Based Algorithm for High-Order Graph Matching},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {33},
number = {12},
pages = {2383--2395},
year = {2011},
url = {https://doi.org/10.1109/TPAMI.2011.110},
doi = {10.1109/TPAMI.2011.110},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/DuchenneBKP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BenoitMBP11,
author = {Louise Beno{\^{\i}}t and
Julien Mairal and
Francis R. Bach and
Jean Ponce},
title = {Sparse image representation with epitomes},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {2913--2920},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995636},
doi = {10.1109/CVPR.2011.5995636},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BenoitMBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LefevreBF11,
author = {Augustin Lef{\`{e}}vre and
Francis R. Bach and
C{\'{e}}dric F{\'{e}}votte},
title = {Itakura-Saito nonnegative matrix factorization with group sparsity},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {21--24},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946318},
doi = {10.1109/ICASSP.2011.5946318},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LefevreBF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BoureauRBPL11,
author = {Y{-}Lan Boureau and
Nicolas Le Roux and
Francis R. Bach and
Jean Ponce and
Yann LeCun},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Ask the locals: Multi-way local pooling for image recognition},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {2651--2658},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126555},
doi = {10.1109/ICCV.2011.6126555},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BoureauRBPL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HockingVBJ11,
author = {Toby Hocking and
Jean{-}Philippe Vert and
Francis R. Bach and
Armand Joulin},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Clusterpath: an Algorithm for Clustering using Convex Fusion Penalties},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {745--752},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/419\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HockingVBJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bach11,
author = {Francis R. Bach},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Shaping Level Sets with Submodular Functions},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {10--18},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/c20ad4d76fe97759aa27a0c99bff6710-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Bach11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachM11,
author = {Francis R. Bach and
Eric Moulines},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Non-Asymptotic Analysis of Stochastic Approximation Algorithms for
Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {451--459},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/40008b9a5380fcacce3976bf7c08af5b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BachM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchmidtRB11,
author = {Mark Schmidt and
Nicolas Le Roux and
Francis R. Bach},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Convergence Rates of Inexact Proximal-Gradient Methods for Convex
Optimization},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1458--1466},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/8f7d807e1f53eff5f9efbe5cb81090fb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchmidtRB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraveOB11,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Trace Lasso: a trace norm regularization for correlated designs},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2187--2195},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/33ceb07bf4eeb3da587e268d663aba1a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GraveOB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/JenattonGMOBT11,
author = {Rodolphe Jenatton and
Alexandre Gramfort and
Vincent Michel and
Guillaume Obozinski and
Francis R. Bach and
Bertrand Thirion},
title = {Multi-scale Mining of fMRI Data with Hierarchical Structured Sparsity},
booktitle = {2011 International Workshop on Pattern Recognition in NeuroImaging,
{PRNI} 2011, Seoul, South Korea, May 16-18, 2011},
pages = {69--72},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/PRNI.2011.15},
doi = {10.1109/PRNI.2011.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prni/JenattonGMOBT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/LefevreBF11,
author = {Augustin Lef{\`{e}}vre and
Francis R. Bach and
C{\'{e}}dric F{\'{e}}votte},
title = {Online algorithms for nonnegative matrix factorization with the Itakura-Saito
divergence},
booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and
Acoustics, {WASPAA} 2011, New Paltz, NY, USA, October 16-19, 2011},
pages = {313--316},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ASPAA.2011.6082314},
doi = {10.1109/ASPAA.2011.6082314},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/waspaa/LefevreBF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-1872,
author = {Julien Mairal and
Rodolphe Jenatton and
Guillaume Obozinski and
Francis R. Bach},
title = {Convex and Network Flow Optimization for Structured Sparsity},
journal = {CoRR},
volume = {abs/1104.1872},
year = {2011},
url = {http://arxiv.org/abs/1104.1872},
eprinttype = {arXiv},
eprint = {1104.1872},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-1872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-0775,
author = {Francis R. Bach and
Rodolphe Jenatton and
Julien Mairal and
Guillaume Obozinski},
title = {Optimization with Sparsity-Inducing Penalties},
journal = {CoRR},
volume = {abs/1108.0775},
year = {2011},
url = {http://arxiv.org/abs/1108.0775},
eprinttype = {arXiv},
eprint = {1108.0775},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-0775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-1990,
author = {Edouard Grave and
Guillaume Obozinski and
Francis R. Bach},
title = {Trace Lasso: a trace norm regularization for correlated designs},
journal = {CoRR},
volume = {abs/1109.1990},
year = {2011},
url = {http://arxiv.org/abs/1109.1990},
eprinttype = {arXiv},
eprint = {1109.1990},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-1990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-2397,
author = {Francis R. Bach and
Rodolphe Jenatton and
Julien Mairal and
Guillaume Obozinski},
title = {Structured sparsity through convex optimization},
journal = {CoRR},
volume = {abs/1109.2397},
year = {2011},
url = {http://arxiv.org/abs/1109.2397},
eprinttype = {arXiv},
eprint = {1109.2397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-2397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-2415,
author = {Mark Schmidt and
Nicolas Le Roux and
Francis R. Bach},
title = {Convergence Rates of Inexact Proximal-Gradient Methods for Convex
Optimization},
journal = {CoRR},
volume = {abs/1109.2415},
year = {2011},
url = {http://arxiv.org/abs/1109.2415},
eprinttype = {arXiv},
eprint = {1109.2415},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-2415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-0957,
author = {Florent Couzinie{-}Devy and
Julien Mairal and
Francis R. Bach and
Jean Ponce},
title = {Dictionary Learning for Deblurring and Digital Zoom},
journal = {CoRR},
volume = {abs/1110.0957},
year = {2011},
url = {http://arxiv.org/abs/1110.0957},
eprinttype = {arXiv},
eprint = {1110.0957},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-0957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-2855,
author = {Louise Beno{\^{\i}}t and
Julien Mairal and
Francis R. Bach and
Jean Ponce},
title = {Sparse Image Representation with Epitomes},
journal = {CoRR},
volume = {abs/1110.2855},
year = {2011},
url = {http://arxiv.org/abs/1110.2855},
eprinttype = {arXiv},
eprint = {1110.2855},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-2855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-4481,
author = {Julien Mairal and
Rodolphe Jenatton and
Guillaume Obozinski and
Francis R. Bach},
title = {Learning Hierarchical and Topographic Dictionaries with Structured
Sparsity},
journal = {CoRR},
volume = {abs/1110.4481},
year = {2011},
url = {http://arxiv.org/abs/1110.4481},
eprinttype = {arXiv},
eprint = {1110.4481},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-4481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-6453,
author = {Francis R. Bach},
title = {Learning with Submodular Functions: {A} Convex Optimization Perspective},
journal = {CoRR},
volume = {abs/1111.6453},
year = {2011},
url = {http://arxiv.org/abs/1111.6453},
eprinttype = {arXiv},
eprint = {1111.6453},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-6453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-2318,
author = {Bamdev Mishra and
Gilles Meyer and
Francis R. Bach and
Rodolphe Sepulchre},
title = {Low-rank optimization with trace norm penalty},
journal = {CoRR},
volume = {abs/1112.2318},
year = {2011},
url = {http://arxiv.org/abs/1112.2318},
eprinttype = {arXiv},
eprint = {1112.2318},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-2318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MairalBPS10,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro},
title = {Online Learning for Matrix Factorization and Sparse Coding},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {19--60},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756008},
doi = {10.5555/1756006.1756008},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MairalBPS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/JourneeBAR10,
author = {Michel Journ{\'{e}}e and
Francis R. Bach and
Pierre{-}Antoine Absil and
Rodolphe Sepulchre},
title = {Low-Rank Optimization on the Cone of Positive Semidefinite Matrices},
journal = {{SIAM} J. Optim.},
volume = {20},
number = {5},
pages = {2327--2351},
year = {2010},
url = {https://doi.org/10.1137/080731359},
doi = {10.1137/080731359},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/JourneeBAR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JoulinBP10,
author = {Armand Joulin and
Francis R. Bach and
Jean Ponce},
title = {Discriminative clustering for image co-segmentation},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {1943--1950},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539868},
doi = {10.1109/CVPR.2010.5539868},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/JoulinBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BoureauBLP10,
author = {Y{-}Lan Boureau and
Francis R. Bach and
Yann LeCun and
Jean Ponce},
title = {Learning mid-level features for recognition},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {2559--2566},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539963},
doi = {10.1109/CVPR.2010.5539963},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BoureauBLP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JenattonMOB10,
author = {Rodolphe Jenatton and
Julien Mairal and
Guillaume Obozinski and
Francis R. Bach},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Proximal Methods for Sparse Hierarchical Dictionary Learning},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {487--494},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/416.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JenattonMOB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bach10,
author = {Francis R. Bach},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Structured sparsity-inducing norms through submodular functions},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {118--126},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/4b0a59ddf11c58e7446c9df0da541a84-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Bach10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoffmanBB10,
author = {Matthew D. Hoffman and
David M. Blei and
Francis R. Bach},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Online Learning for Latent Dirichlet Allocation},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {856--864},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/71f6278d140af599e06ad9bf1ba03cb0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HoffmanBB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JoulinBP10,
author = {Armand Joulin and
Francis R. Bach and
Jean Ponce},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Efficient Optimization for Discriminative Latent Class Models},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1045--1053},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/4da04049a062f5adfe81b67dd755cecc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JoulinBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MairalJOB10,
author = {Julien Mairal and
Rodolphe Jenatton and
Guillaume Obozinski and
Francis R. Bach},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Network Flow Algorithms for Structured Sparsity},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1558--1566},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/537d9b6c927223c796cac288cced29df-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MairalJOB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZaslavskiyBV10,
author = {Mikhail Zaslavskiy and
Francis R. Bach and
Jean{-}Philippe Vert},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Many-to-Many Graph Matching: {A} Continuous Relaxation Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {515--530},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_33},
doi = {10.1007/978-3-642-15939-8\_33},
timestamp = {Fri, 25 Dec 2020 01:15:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZaslavskiyBV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/JenattonOB10,
author = {Rodolphe Jenatton and
Guillaume Obozinski and
Francis R. Bach},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Structured Sparse Principal Component Analysis},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {366--373},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/jenatton10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JenattonOB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-4965,
author = {Mikhail Zaslavskiy and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Many-to-Many Graph Matching: a Continuous Relaxation Approach},
journal = {CoRR},
volume = {abs/1004.4965},
year = {2010},
url = {http://arxiv.org/abs/1004.4965},
eprinttype = {arXiv},
eprint = {1004.4965},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-4965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-3601,
author = {Francis R. Bach and
Selin Damla Ahipasaoglu and
Alexandre d'Aspremont},
title = {Convex Relaxations for Subset Selection},
journal = {CoRR},
volume = {abs/1006.3601},
year = {2010},
url = {http://arxiv.org/abs/1006.3601},
eprinttype = {arXiv},
eprint = {1006.3601},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-3601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-4220,
author = {Francis R. Bach},
title = {Structured sparsity-inducing norms through submodular functions},
journal = {CoRR},
volume = {abs/1008.4220},
year = {2010},
url = {http://arxiv.org/abs/1008.4220},
eprinttype = {arXiv},
eprint = {1008.4220},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-4220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-5209,
author = {Julien Mairal and
Rodolphe Jenatton and
Guillaume Obozinski and
Francis R. Bach},
title = {Network Flow Algorithms for Structured Sparsity},
journal = {CoRR},
volume = {abs/1008.5209},
year = {2010},
url = {http://arxiv.org/abs/1008.5209},
eprinttype = {arXiv},
eprint = {1008.5209},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-5209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-4207,
author = {Francis R. Bach},
title = {Convex Analysis and Optimization with Submodular Functions: a Tutorial},
journal = {CoRR},
volume = {abs/1010.4207},
year = {2010},
url = {http://arxiv.org/abs/1010.4207},
eprinttype = {arXiv},
eprint = {1010.4207},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-4207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1012-1501,
author = {Francis R. Bach},
title = {Shaping Level Sets with Submodular Functions},
journal = {CoRR},
volume = {abs/1012.1501},
year = {2010},
url = {http://arxiv.org/abs/1012.1501},
eprinttype = {arXiv},
eprint = {1012.1501},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1012-1501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZaslavskiyBV09,
author = {Mikhail Zaslavskiy and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Global alignment of protein-protein interaction networks by graph
matching methods},
journal = {Bioinform.},
volume = {25},
number = {12},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp196},
doi = {10.1093/BIOINFORMATICS/BTP196},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ZaslavskiyBV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AbernethyBEV09,
author = {Jacob D. Abernethy and
Francis R. Bach and
Theodoros Evgeniou and
Jean{-}Philippe Vert},
title = {A New Approach to Collaborative Filtering: Operator Estimation with
Spectral Regularization},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {803--826},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577098},
doi = {10.5555/1577069.1577098},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AbernethyBEV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZaslavskiyBV09,
author = {Mikhail Zaslavskiy and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {A Path Following Algorithm for the Graph Matching Problem},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {12},
pages = {2227--2242},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2008.245},
doi = {10.1109/TPAMI.2008.245},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZaslavskiyBV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DuchenneBKP09,
author = {Olivier Duchenne and
Francis R. Bach and
In{-}So Kweon and
Jean Ponce},
title = {A tensor-based algorithm for high-order graph matching},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1980--1987},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206619},
doi = {10.1109/CVPR.2009.5206619},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DuchenneBKP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DuchenneLSBP09,
author = {Olivier Duchenne and
Ivan Laptev and
Josef Sivic and
Francis R. Bach and
Jean Ponce},
title = {Automatic annotation of human actions in video},
booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
Kyoto, Japan, September 27 - October 4, 2009},
pages = {1491--1498},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCV.2009.5459279},
doi = {10.1109/ICCV.2009.5459279},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/DuchenneLSBP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MairalBPSZ09,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro and
Andrew Zisserman},
title = {Non-local sparse models for image restoration},
booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
Kyoto, Japan, September 27 - October 4, 2009},
pages = {2272--2279},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCV.2009.5459452},
doi = {10.1109/ICCV.2009.5459452},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MairalBPSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MairalBPS09,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Online dictionary learning for sparse coding},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {689--696},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553463},
doi = {10.1145/1553374.1553463},
timestamp = {Wed, 28 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MairalBPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ArlotB09,
author = {Sylvain Arlot and
Francis R. Bach},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Data-driven calibration of linear estimators with minimal penalties},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {46--54},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/9c838d2e45b2ad1094d42f4ef36764f6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ArlotB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangBBJ09,
author = {Percy Liang and
Francis R. Bach and
Guillaume Bouchard and
Michael I. Jordan},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Asymptotically Optimal Regularization in Smooth Parametric Models},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1132--1140},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/43fa7f58b7eac7ac872209342e62e8f1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiangBBJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0901-3202,
author = {Francis R. Bach},
title = {Model-Consistent Sparse Estimation through the Bootstrap},
journal = {CoRR},
volume = {abs/0901.3202},
year = {2009},
url = {http://arxiv.org/abs/0901.3202},
eprinttype = {arXiv},
eprint = {0901.3202},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0901-3202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0908-0050,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro},
title = {Online Learning for Matrix Factorization and Sparse Coding},
journal = {CoRR},
volume = {abs/0908.0050},
year = {2009},
url = {http://arxiv.org/abs/0908.0050},
eprinttype = {arXiv},
eprint = {0908.0050},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0908-0050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-0844,
author = {Francis R. Bach},
title = {High-Dimensional Non-Linear Variable Selection through Hierarchical
Kernel Learning},
journal = {CoRR},
volume = {abs/0909.0844},
year = {2009},
url = {http://arxiv.org/abs/0909.0844},
eprinttype = {arXiv},
eprint = {0909.0844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-0844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0910-4627,
author = {Francis R. Bach},
title = {Self-concordant analysis for logistic regression},
journal = {CoRR},
volume = {abs/0910.4627},
year = {2009},
url = {http://arxiv.org/abs/0910.4627},
eprinttype = {arXiv},
eprint = {0910.4627},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0910-4627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bach08,
author = {Francis R. Bach},
title = {Consistency of Trace Norm Minimization},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1019--1048},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390716},
doi = {10.5555/1390681.1390716},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bach08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Bach08a,
author = {Francis R. Bach},
title = {Consistency of the Group Lasso and Multiple Kernel Learning},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1179--1225},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390721},
doi = {10.5555/1390681.1390721},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bach08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/dAspremontBG08,
author = {Alexandre d'Aspremont and
Francis R. Bach and
Laurent El Ghaoui},
title = {Optimal Solutions for Sparse Principal Component Analysis},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1269--1294},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442775},
doi = {10.5555/1390681.1442775},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/dAspremontBG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MairalBPSZ08,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro and
Andrew Zisserman},
title = {Discriminative learned dictionaries for local image analysis},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587652},
doi = {10.1109/CVPR.2008.4587652},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MairalBPSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MairalLBHP08,
author = {Julien Mairal and
Marius Leordeanu and
Francis R. Bach and
Martial Hebert and
Jean Ponce},
editor = {David A. Forsyth and
Philip H. S. Torr and
Andrew Zisserman},
title = {Discriminative Sparse Image Models for Class-Specific Edge Detection
and Image Interpretation},
booktitle = {Computer Vision - {ECCV} 2008, 10th European Conference on Computer
Vision, Marseille, France, October 12-18, 2008, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {5304},
pages = {43--56},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88690-7\_4},
doi = {10.1007/978-3-540-88690-7\_4},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/MairalLBHP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icisp/ZaslavskiyBV08,
author = {Mikhail Zaslavskiy and
Francis R. Bach and
Jean{-}Philippe Vert},
editor = {Abderrahim Elmoataz and
Olivier Lezoray and
Fathallah Nouboud and
Driss Mammass},
title = {A Path Following Algorithm for Graph Matching},
booktitle = {Image and Signal Processing - 3rd International Conference, {ICISP}
2008, Cherbourg-Octeville, France, July 1-3, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5099},
pages = {329--337},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69905-7\_38},
doi = {10.1007/978-3-540-69905-7\_38},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icisp/ZaslavskiyBV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bach08,
author = {Francis R. Bach},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Graph kernels between point clouds},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {25--32},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390160},
doi = {10.1145/1390156.1390160},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Bach08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Bach08a,
author = {Francis R. Bach},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Bolasso: model consistent Lasso estimation through the bootstrap},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {33--40},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390161},
doi = {10.1145/1390156.1390161},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Bach08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ArchambeauB08,
author = {C{\'{e}}dric Archambeau and
Francis R. Bach},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Sparse probabilistic projections},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {73--80},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/d93ed5b6db83be78efb0d05ae420158e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ArchambeauB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bach08,
author = {Francis R. Bach},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {105--112},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/a4a042cf4fd6bfb47701cbc8a1653ada-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Bach08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarchaouiBM08,
author = {Za{\"{\i}}d Harchaoui and
Francis R. Bach and
Eric Moulines},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Kernel Change-point Analysis},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {609--616},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/08b255a5d42b89b0585260b6f2360bdd-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HarchaouiBM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JacobBV08,
author = {Laurent Jacob and
Francis R. Bach and
Jean{-}Philippe Vert},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Clustered Multi-Task Learning: {A} Convex Formulation},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {745--752},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/fccb3cdc9acc14a6e70a12f74560c026-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JacobBV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MairalBPSZ08,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro and
Andrew Zisserman},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Supervised Dictionary Learning},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1033--1040},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/c0f168ce8900fa56e57789e2a2f2c9d0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MairalBPSZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0801-3654,
author = {Mikhail Zaslavskiy and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Path following algorithm for the graph matching problem},
journal = {CoRR},
volume = {abs/0801.3654},
year = {2008},
url = {http://arxiv.org/abs/0801.3654},
eprinttype = {arXiv},
eprint = {0801.3654},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0801-3654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0802-1430,
author = {Francis R. Bach and
Jacob D. Abernethy and
Jean{-}Philippe Vert and
Theodoros Evgeniou},
title = {A New Approach to Collaborative Filtering: Operator Estimation with
Spectral Regularization},
journal = {CoRR},
volume = {abs/0802.1430},
year = {2008},
url = {http://arxiv.org/abs/0802.1430},
eprinttype = {arXiv},
eprint = {0802.1430},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0802-1430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0804-1302,
author = {Francis R. Bach},
title = {Bolasso: model consistent Lasso estimation through the bootstrap},
journal = {CoRR},
volume = {abs/0804.1302},
year = {2008},
url = {http://arxiv.org/abs/0804.1302},
eprinttype = {arXiv},
eprint = {0804.1302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0804-1302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0809-1493,
author = {Francis R. Bach},
title = {Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning},
journal = {CoRR},
volume = {abs/0809.1493},
year = {2008},
url = {http://arxiv.org/abs/0809.1493},
eprinttype = {arXiv},
eprint = {0809.1493},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0809-1493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0809-2085,
author = {Laurent Jacob and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Clustered Multi-Task Learning: {A} Convex Formulation},
journal = {CoRR},
volume = {abs/0809.2085},
year = {2008},
url = {http://arxiv.org/abs/0809.2085},
eprinttype = {arXiv},
eprint = {0809.2085},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0809-2085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0809-3083,
author = {Julien Mairal and
Francis R. Bach and
Jean Ponce and
Guillermo Sapiro and
Andrew Zisserman},
title = {Supervised Dictionary Learning},
journal = {CoRR},
volume = {abs/0809.3083},
year = {2008},
url = {http://arxiv.org/abs/0809.3083},
eprinttype = {arXiv},
eprint = {0809.3083},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0809-3083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0812-1869,
author = {Francis R. Bach and
Julien Mairal and
Jean Ponce},
title = {Convex Sparse Matrix Factorizations},
journal = {CoRR},
volume = {abs/0812.1869},
year = {2008},
url = {http://arxiv.org/abs/0812.1869},
eprinttype = {arXiv},
eprint = {0812.1869},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0812-1869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/YamanishiBV07,
author = {Yoshihiro Yamanishi and
Francis R. Bach and
Jean{-}Philippe Vert},
title = {Glycan classification with tree kernels},
journal = {Bioinform.},
volume = {23},
number = {10},
pages = {1211--1216},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm090},
doi = {10.1093/BIOINFORMATICS/BTM090},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/YamanishiBV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FukumizuBG07,
author = {Kenji Fukumizu and
Francis R. Bach and
Arthur Gretton},
title = {Statistical Consistency of Kernel Canonical Correlation Analysis},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {361--383},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314512},
doi = {10.5555/1314498.1314512},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FukumizuBG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/LouradourDB07,
author = {J{\'{e}}r{\^{o}}me Louradour and
Khalid Daoudi and
Francis R. Bach},
title = {Feature Space Mahalanobis Sequence Kernels: Application to {SVM} Speaker
Verification},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {15},
number = {8},
pages = {2465--2475},
year = {2007},
url = {https://doi.org/10.1109/TASL.2007.905147},
doi = {10.1109/TASL.2007.905147},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/LouradourDB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HarchaouiB07,
author = {Za{\"{\i}}d Harchaoui and
Francis R. Bach},
title = {Image Classification with Segmentation Graph Kernels},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383049},
doi = {10.1109/CVPR.2007.383049},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HarchaouiB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/dAspremontBG07,
author = {Alexandre d'Aspremont and
Francis R. Bach and
Laurent El Ghaoui},
editor = {Zoubin Ghahramani},
title = {Full regularization path for sparse principal component analysis},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {177--184},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273519},
doi = {10.1145/1273496.1273519},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/dAspremontBG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RakotomamonjyBCG07,
author = {Alain Rakotomamonjy and
Francis R. Bach and
St{\'{e}}phane Canu and
Yves Grandvalet},
editor = {Zoubin Ghahramani},
title = {More efficiency in multiple kernel learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {775--782},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273594},
doi = {10.1145/1273496.1273594},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RakotomamonjyBCG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismm/CordJB07,
author = {Aur{\'{e}}lien Cord and
Dominique Jeulin and
Francis R. Bach},
editor = {Gerald Jean Francis Banon},
title = {Segmentation of random textures by morphological and linear operators},
booktitle = {8th {ISMM} 2007: Rio de Janeiro, Brazil - Volume 1},
pages = {387--398},
publisher = {{MCT/INPE}},
year = {2007},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismm/CordJB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachH07,
author = {Francis R. Bach and
Za{\"{\i}}d Harchaoui},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {{DIFFRAC:} a discriminative and flexible framework for clustering},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {49--56},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/22fb0cee7e1f3bde58293de743871417-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HarchaouiBE07,
author = {Za{\"{\i}}d Harchaoui and
Francis R. Bach and
Eric Moulines},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Testing for Homogeneity with Kernel Fisher Discriminant Analysis},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {609--616},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/4ca82782c5372a547c104929f03fe7a9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HarchaouiBE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0707-0705,
author = {Alexandre d'Aspremont and
Francis R. Bach and
Laurent El Ghaoui},
title = {Optimal Solutions for Sparse Principal Component Analysis},
journal = {CoRR},
volume = {abs/0707.0705},
year = {2007},
url = {http://arxiv.org/abs/0707.0705},
eprinttype = {arXiv},
eprint = {0707.0705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0707-0705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0707-3390,
author = {Francis R. Bach},
title = {Consistency of the group Lasso and multiple kernel learning},
journal = {CoRR},
volume = {abs/0707.3390},
year = {2007},
url = {http://arxiv.org/abs/0707.3390},
eprinttype = {arXiv},
eprint = {0707.3390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0707-3390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0710-2848,
author = {Francis R. Bach},
title = {Consistency of trace norm minimization},
journal = {CoRR},
volume = {abs/0710.2848},
year = {2007},
url = {http://arxiv.org/abs/0710.2848},
eprinttype = {arXiv},
eprint = {0710.2848},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0710-2848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0712-3402,
author = {Francis R. Bach},
title = {Graph kernels between point clouds},
journal = {CoRR},
volume = {abs/0712.3402},
year = {2007},
url = {http://arxiv.org/abs/0712.3402},
eprinttype = {arXiv},
eprint = {0712.3402},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0712-3402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BachHH06,
author = {Francis R. Bach and
David Heckerman and
Eric Horvitz},
title = {Considering Cost Asymmetry in Learning Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {1713--1741},
year = {2006},
url = {http://jmlr.org/papers/v7/bach06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BachHH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BachJ06,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Learning Spectral Clustering, With Application To Speech Separation},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {1963--2001},
year = {2006},
url = {http://jmlr.org/papers/v7/bach06b.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BachJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bach06,
author = {Francis R. Bach},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Active learning for misspecified generalized linear models},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {65--72},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/3e60e09c222f206c725385f53d7e567c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Bach06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/odyssey/LouradourDB06,
author = {J{\'{e}}r{\^{o}}me Louradour and
Khalid Daoudi and
Francis R. Bach},
title = {{SVM} Speaker Verification using an Incomplete Cholesky Decomposition
Sequence Kernel},
booktitle = {Odyssey 2006, The Speaker and Language Recognition Workshop, San Juan,
Puerto Rico, 28-30 June 2006},
pages = {1--5},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ODYSSEY.2006.248129},
doi = {10.1109/ODYSSEY.2006.248129},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/odyssey/LouradourDB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0611124,
author = {Jacob D. Abernethy and
Francis R. Bach and
Theodoros Evgeniou and
Jean{-}Philippe Vert},
title = {Low-rank matrix factorization with attributes},
journal = {CoRR},
volume = {abs/cs/0611124},
year = {2006},
url = {http://arxiv.org/abs/cs/0611124},
eprinttype = {arXiv},
eprint = {cs/0611124},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0611124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BachHH05,
author = {Francis R. Bach and
David Heckerman and
Eric Horvitz},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {On the Path to an Ideal {ROC} Curve: Considering Cost Asymmetry in
Learning Classifiers},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/129.pdf},
timestamp = {Wed, 06 May 2015 20:30:46 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BachHH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/JordanB05,
author = {Michael I. Jordan and
Francis R. Bach},
editor = {Jean{-}Marc Petit and
Nicole Vincent and
Florence Cloppet},
title = {Mod{\`{e}}les de Markov cach{\'{e}}s pour l'estimation de plusieurs
fr{\'{e}}quences fondamentales},
booktitle = {Extraction des connaissances : Etat et perspectives (Ateliers de la
conf{\'{e}}rence EGC'2005)},
series = {{RNTI}},
volume = {{E-5}},
pages = {49--52},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2005},
url = {http://editions-rnti.fr/?inprocid=1000214},
timestamp = {Wed, 06 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/JordanB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BachJ05,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Discriminative training of hidden Markov models for multiple pitch
tracking [speech processing examples]},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {489--492},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416347},
doi = {10.1109/ICASSP.2005.1416347},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BachJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachJ05,
author = {Francis R. Bach and
Michael I. Jordan},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predictive low-rank decomposition for kernel methods},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {33--40},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102356},
doi = {10.1145/1102351.1102356},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BachJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuBG05,
author = {Kenji Fukumizu and
Francis R. Bach and
Arthur Gretton},
title = {Statistical Convergence of Kernel {CCA}},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {387--394},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/7a006957be65e608e863301eb98e1808-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FukumizuBG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FukumizuBJ03,
author = {Kenji Fukumizu and
Francis R. Bach and
Michael I. Jordan},
title = {Dimensionality Reduction for Supervised Learning with Reproducing
Kernel Hilbert Spaces},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {73--99},
year = {2004},
url = {http://jmlr.org/papers/v5/fukumizu04a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FukumizuBJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BachJ04,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Learning graphical models for stationary time series},
journal = {{IEEE} Trans. Signal Process.},
volume = {52},
number = {8},
pages = {2189--2199},
year = {2004},
url = {https://doi.org/10.1109/TSP.2004.831032},
doi = {10.1109/TSP.2004.831032},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BachJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachLJ04,
author = {Francis R. Bach and
Gert R. G. Lanckriet and
Michael I. Jordan},
editor = {Carla E. Brodley},
title = {Multiple kernel learning, conic duality, and the {SMO} algorithm},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015424},
doi = {10.1145/1015330.1015424},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BachLJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachJ04,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Blind One-microphone Speech Separation: {A} Spectral Learning Approach},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {65--72},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/c0e90532fb42ac6de18e25e95db73047-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachTJ04,
author = {Francis R. Bach and
Romain Thibaux and
Michael I. Jordan},
title = {Computing regularization paths for learning multiple kernels},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {73--80},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/ce758408f6ef98d7c7a7b786eca7b3a8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BachTJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BachJ03,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Beyond Independent Components: Trees and Clusters},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {1205--1233},
year = {2003},
url = {http://jmlr.org/papers/v4/bach03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BachJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BachJ03,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Kernel independent component analysis},
booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
pages = {876--879},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICASSP.2003.1202783},
doi = {10.1109/ICASSP.2003.1202783},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BachJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumizuBJ03,
author = {Kenji Fukumizu and
Francis R. Bach and
Michael I. Jordan},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Kernel Dimensionality Reduction for Supervised Learning},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {81--88},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/84b20b1f5a0d103f5710bb67a043cd78-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FukumizuBJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachJ03,
author = {Francis R. Bach and
Michael I. Jordan},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Learning Spectral Clustering},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {305--312},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/d04863f100d59b3eb688a11f95b0ae60-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BachJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BachJ02,
author = {Francis R. Bach and
Michael I. Jordan},
title = {Kernel Independent Component Analysis},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {1--48},
year = {2002},
url = {http://jmlr.org/papers/v3/bach02a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BachJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachJ02,
author = {Francis R. Bach and
Michael I. Jordan},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Learning Graphical Models with Mercer Kernels},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1009--1016},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/5f6371c9126149517d9ba475def53139-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BachJ02,
author = {Francis R. Bach and
Michael I. Jordan},
editor = {Adnan Darwiche and
Nir Friedman},
title = {Tree-dependent Component Analysis},
booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial
Intelligence, University of Alberta, Edmonton, Alberta, Canada, August
1-4, 2002},
pages = {36--44},
publisher = {Morgan Kaufmann},
year = {2002},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=842\&\#38;proceeding\_id=18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BachJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachJ01,
author = {Francis R. Bach and
Michael I. Jordan},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Thin Junction Trees},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {569--576},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/325995af77a0e8b06d1204a171010b3a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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