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ORCIDBibTeX records: Rodolphe Jenatton
@inproceedings{DBLP:conf/iclr/CollierJMHBK23,
author = {Mark Collier and
Rodolphe Jenatton and
Basil Mustafa and
Neil Houlsby and
Jesse Berent and
Effrosyni Kokiopoulou},
title = {Massively Scaling Heteroscedastic Classifiers},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=sIoED-yPK9l},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CollierJMHBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001DMPHGSCGAJB23,
author = {Mostafa Dehghani and
Josip Djolonga and
Basil Mustafa and
Piotr Padlewski and
Jonathan Heek and
Justin Gilmer and
Andreas Peter Steiner and
Mathilde Caron and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Rodolphe Jenatton and
Lucas Beyer and
Michael Tschannen and
Anurag Arnab and
Xiao Wang and
Carlos Riquelme Ruiz and
Matthias Minderer and
Joan Puigcerver and
Utku Evci and
Manoj Kumar and
Sjoerd van Steenkiste and
Gamaleldin Fathy Elsayed and
Aravindh Mahendran and
Fisher Yu and
Avital Oliver and
Fantine Huot and
Jasmijn Bastings and
Mark Collier and
Alexey A. Gritsenko and
Vighnesh Birodkar and
Cristina Nader Vasconcelos and
Yi Tay and
Thomas Mensink and
Alexander Kolesnikov and
Filip Pavetic and
Dustin Tran and
Thomas Kipf and
Mario Lucic and
Xiaohua Zhai and
Daniel Keysers and
Jeremiah J. Harmsen and
Neil Houlsby},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Scaling Vision Transformers to 22 Billion Parameters},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7480--7512},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/dehghani23a.html},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0001DMPHGSCGAJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ortiz-JimenezCN23,
author = {Guillermo Ortiz{-}Jim{\'{e}}nez and
Mark Collier and
Anant Nawalgaria and
Alexander Nicholas D'Amour and
Jesse Berent and
Rodolphe Jenatton and
Efi Kokiopoulou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {When does Privileged information Explain Away Label Noise?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {26646--26669},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ortiz-jimenez23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Ortiz-JimenezCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KossenCMWZBSBJK23,
author = {Jannik Kossen and
Mark Collier and
Basil Mustafa and
Xiao Wang and
Xiaohua Zhai and
Lucas Beyer and
Andreas Steiner and
Jesse Berent and
Rodolphe Jenatton and
Effrosyni Kokiopoulou},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Three Towers: Flexible Contrastive Learning with Pretrained Image
Models},
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/63d4316315900a62e610e5c17bab900a-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KossenCMWZBSBJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12860,
author = {Mark Collier and
Rodolphe Jenatton and
Basil Mustafa and
Neil Houlsby and
Jesse Berent and
Effrosyni Kokiopoulou},
title = {Massively Scaling Heteroscedastic Classifiers},
journal = {CoRR},
volume = {abs/2301.12860},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12860},
doi = {10.48550/ARXIV.2301.12860},
eprinttype = {arXiv},
eprint = {2301.12860},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05442,
author = {Mostafa Dehghani and
Josip Djolonga and
Basil Mustafa and
Piotr Padlewski and
Jonathan Heek and
Justin Gilmer and
Andreas Steiner and
Mathilde Caron and
Robert Geirhos and
Ibrahim Alabdulmohsin and
Rodolphe Jenatton and
Lucas Beyer and
Michael Tschannen and
Anurag Arnab and
Xiao Wang and
Carlos Riquelme and
Matthias Minderer and
Joan Puigcerver and
Utku Evci and
Manoj Kumar and
Sjoerd van Steenkiste and
Gamaleldin F. Elsayed and
Aravindh Mahendran and
Fisher Yu and
Avital Oliver and
Fantine Huot and
Jasmijn Bastings and
Mark Patrick Collier and
Alexey A. Gritsenko and
Vighnesh Birodkar and
Cristina N. Vasconcelos and
Yi Tay and
Thomas Mensink and
Alexander Kolesnikov and
Filip Pavetic and
Dustin Tran and
Thomas Kipf and
Mario Lucic and
Xiaohua Zhai and
Daniel Keysers and
Jeremiah Harmsen and
Neil Houlsby},
title = {Scaling Vision Transformers to 22 Billion Parameters},
journal = {CoRR},
volume = {abs/2302.05442},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05442},
doi = {10.48550/ARXIV.2302.05442},
eprinttype = {arXiv},
eprint = {2302.05442},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01806,
author = {Guillermo Ortiz{-}Jim{\'{e}}nez and
Mark Collier and
Anant Nawalgaria and
Alexander D'Amour and
Jesse Berent and
Rodolphe Jenatton and
Effrosyni Kokiopoulou},
title = {When does Privileged Information Explain Away Label Noise?},
journal = {CoRR},
volume = {abs/2303.01806},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01806},
doi = {10.48550/ARXIV.2303.01806},
eprinttype = {arXiv},
eprint = {2303.01806},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16999,
author = {Jannik Kossen and
Mark Collier and
Basil Mustafa and
Xiao Wang and
Xiaohua Zhai and
Lucas Beyer and
Andreas Steiner and
Jesse Berent and
Rodolphe Jenatton and
Efi Kokiopoulou},
title = {Three Towers: Flexible Contrastive Learning with Pretrained Image
Models},
journal = {CoRR},
volume = {abs/2305.16999},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16999},
doi = {10.48550/ARXIV.2305.16999},
eprinttype = {arXiv},
eprint = {2305.16999},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06600,
author = {Ke Wang and
Guillermo Ortiz{-}Jim{\'{e}}nez and
Rodolphe Jenatton and
Mark Collier and
Efi Kokiopoulou and
Pascal Frossard},
title = {Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy
Labels},
journal = {CoRR},
volume = {abs/2310.06600},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06600},
doi = {10.48550/ARXIV.2310.06600},
eprinttype = {arXiv},
eprint = {2310.06600},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CarratinoCJV22,
author = {Luigi Carratino and
Moustapha Ciss{\'{e}} and
Rodolphe Jenatton and
Jean{-}Philippe Vert},
title = {On Mixup Regularization},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {325:1--325:31},
year = {2022},
url = {http://jmlr.org/papers/v23/20-1385.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CarratinoCJV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AllinghamWMMPHJFLSTRJ22,
author = {James Urquhart Allingham and
Florian Wenzel and
Zelda E. Mariet and
Basil Mustafa and
Joan Puigcerver and
Neil Houlsby and
Ghassen Jerfel and
Vincent Fortuin and
Balaji Lakshminarayanan and
Jasper Snoek and
Dustin Tran and
Carlos Riquelme Ruiz and
Rodolphe Jenatton},
title = {Sparse MoEs meet Efficient Ensembles},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=i0ZM36d2qU},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AllinghamWMMPHJFLSTRJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FortuinCWALTLBJK22,
author = {Vincent Fortuin and
Mark Collier and
Florian Wenzel and
James Urquhart Allingham and
Jeremiah Zhe Liu and
Dustin Tran and
Balaji Lakshminarayanan and
Jesse Berent and
Rodolphe Jenatton and
Effrosyni Kokiopoulou},
title = {Deep Classifiers with Label Noise Modeling and Distance Awareness},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=Id7hTt78FV},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FortuinCWALTLBJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AriafarGNSJD22,
author = {Setareh Ariafar and
Justin Gilmer and
Zachary Nado and
Jasper Snoek and
Rodolphe Jenatton and
George E. Dahl},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Predicting the utility of search spaces for black-box optimization:
a simple, budget-aware approach},
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 = {11056--11071},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/ariafar22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AriafarGNSJD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CollierJKB22,
author = {Mark Collier and
Rodolphe Jenatton and
Effrosyni Kokiopoulou and
Jesse Berent},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Transfer and Marginalize: Explaining Away Label Noise with Privileged
Information},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {4219--4237},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/collier22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/CollierJKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MustafaRPJH22,
author = {Basil Mustafa and
Carlos Riquelme and
Joan Puigcerver and
Rodolphe Jenatton and
Neil Houlsby},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture
of Experts},
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/3e67e84abf900bb2c7cbd5759bfce62d-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MustafaRPJH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PuigcerverJRAB22,
author = {Joan Puigcerver and
Rodolphe Jenatton and
Carlos Riquelme and
Pranjal Awasthi and
Srinadh Bhojanapalli},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On the Adversarial Robustness of Mixture of Experts},
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/3effb91593c4fb42b1da1528328eff49-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PuigcerverJRAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-09244,
author = {Mark Collier and
Rodolphe Jenatton and
Efi Kokiopoulou and
Jesse Berent},
title = {Transfer and Marginalize: Explaining Away Label Noise with Privileged
Information},
journal = {CoRR},
volume = {abs/2202.09244},
year = {2022},
url = {https://arxiv.org/abs/2202.09244},
eprinttype = {arXiv},
eprint = {2202.09244},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-09244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02770,
author = {Basil Mustafa and
Carlos Riquelme and
Joan Puigcerver and
Rodolphe Jenatton and
Neil Houlsby},
title = {Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture
of Experts},
journal = {CoRR},
volume = {abs/2206.02770},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02770},
doi = {10.48550/ARXIV.2206.02770},
eprinttype = {arXiv},
eprint = {2206.02770},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-07411,
author = {Dustin Tran and
Jeremiah Z. Liu and
Michael W. Dusenberry and
Du Phan and
Mark Collier and
Jie Ren and
Kehang Han and
Zi Wang and
Zelda Mariet and
Huiyi Hu and
Neil Band and
Tim G. J. Rudner and
Karan Singhal and
Zachary Nado and
Joost van Amersfoort and
Andreas Kirsch and
Rodolphe Jenatton and
Nithum Thain and
Honglin Yuan and
Kelly Buchanan and
Kevin Murphy and
D. Sculley and
Yarin Gal and
Zoubin Ghahramani and
Jasper Snoek and
Balaji Lakshminarayanan},
title = {Plex: Towards Reliability using Pretrained Large Model Extensions},
journal = {CoRR},
volume = {abs/2207.07411},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.07411},
doi = {10.48550/ARXIV.2207.07411},
eprinttype = {arXiv},
eprint = {2207.07411},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-07411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10253,
author = {Joan Puigcerver and
Rodolphe Jenatton and
Carlos Riquelme and
Pranjal Awasthi and
Srinadh Bhojanapalli},
title = {On the Adversarial Robustness of Mixture of Experts},
journal = {CoRR},
volume = {abs/2210.10253},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10253},
doi = {10.48550/ARXIV.2210.10253},
eprinttype = {arXiv},
eprint = {2210.10253},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/CollierMKJB21,
author = {Mark Collier and
Basil Mustafa and
Efi Kokiopoulou and
Rodolphe Jenatton and
Jesse Berent},
title = {Correlated Input-Dependent Label Noise in Large-Scale Image Classification},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {1551--1560},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Collier\_Correlated\_Input-Dependent\_Label\_Noise\_in\_Large-Scale\_Image\_Classification\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00160},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/CollierMKJB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HavasiJFLSLDT21,
author = {Marton Havasi and
Rodolphe Jenatton and
Stanislav Fort and
Jeremiah Zhe Liu and
Jasper Snoek and
Balaji Lakshminarayanan and
Andrew Mingbo Dai and
Dustin Tran},
title = {Training independent subnetworks for robust prediction},
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=OGg9XnKxFAH},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HavasiJFLSLDT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PerroneSZSABDWJ21,
author = {Valerio Perrone and
Huibin Shen and
Aida Zolic and
Iaroslav Shcherbatyi and
Amr Ahmed and
Tanya Bansal and
Michele Donini and
Fela Winkelmolen and
Rodolphe Jenatton and
Jean Baptiste Faddoul and
Barbara Pogorzelska and
Miroslav Miladinovic and
Krishnaram Kenthapadi and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3463--3471},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467098},
doi = {10.1145/3447548.3467098},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PerroneSZSABDWJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RiquelmePMNJPKH21,
author = {Carlos Riquelme and
Joan Puigcerver and
Basil Mustafa and
Maxim Neumann and
Rodolphe Jenatton and
Andr{\'{e}} Susano Pinto and
Daniel Keysers and
Neil Houlsby},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Scaling Vision with Sparse Mixture of Experts},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8583--8595},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/48237d9f2dea8c74c2a72126cf63d933-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RiquelmePMNJPKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10305,
author = {Mark Collier and
Basil Mustafa and
Efi Kokiopoulou and
Rodolphe Jenatton and
Jesse Berent},
title = {Correlated Input-Dependent Label Noise in Large-Scale Image Classification},
journal = {CoRR},
volume = {abs/2105.10305},
year = {2021},
url = {https://arxiv.org/abs/2105.10305},
eprinttype = {arXiv},
eprint = {2105.10305},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04015,
author = {Zachary Nado and
Neil Band and
Mark Collier and
Josip Djolonga and
Michael W. Dusenberry and
Sebastian Farquhar and
Angelos Filos and
Marton Havasi and
Rodolphe Jenatton and
Ghassen Jerfel and
Jeremiah Z. Liu and
Zelda Mariet and
Jeremy Nixon and
Shreyas Padhy and
Jie Ren and
Tim G. J. Rudner and
Yeming Wen and
Florian Wenzel and
Kevin Murphy and
D. Sculley and
Balaji Lakshminarayanan and
Jasper Snoek and
Yarin Gal and
Dustin Tran},
title = {Uncertainty Baselines: Benchmarks for Uncertainty {\&} Robustness
in Deep Learning},
journal = {CoRR},
volume = {abs/2106.04015},
year = {2021},
url = {https://arxiv.org/abs/2106.04015},
eprinttype = {arXiv},
eprint = {2106.04015},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05974,
author = {Carlos Riquelme and
Joan Puigcerver and
Basil Mustafa and
Maxim Neumann and
Rodolphe Jenatton and
Andr{\'{e}} Susano Pinto and
Daniel Keysers and
Neil Houlsby},
title = {Scaling Vision with Sparse Mixture of Experts},
journal = {CoRR},
volume = {abs/2106.05974},
year = {2021},
url = {https://arxiv.org/abs/2106.05974},
eprinttype = {arXiv},
eprint = {2106.05974},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02609,
author = {Vincent Fortuin and
Mark Collier and
Florian Wenzel and
James Urquhart Allingham and
Jeremiah Z. Liu and
Dustin Tran and
Balaji Lakshminarayanan and
Jesse Berent and
Rodolphe Jenatton and
Effrosyni Kokiopoulou},
title = {Deep Classifiers with Label Noise Modeling and Distance Awareness},
journal = {CoRR},
volume = {abs/2110.02609},
year = {2021},
url = {https://arxiv.org/abs/2110.02609},
eprinttype = {arXiv},
eprint = {2110.02609},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03360,
author = {James Urquhart Allingham and
Florian Wenzel and
Zelda E. Mariet and
Basil Mustafa and
Joan Puigcerver and
Neil Houlsby and
Ghassen Jerfel and
Vincent Fortuin and
Balaji Lakshminarayanan and
Jasper Snoek and
Dustin Tran and
Carlos Riquelme Ruiz and
Rodolphe Jenatton},
title = {Sparse MoEs meet Efficient Ensembles},
journal = {CoRR},
volume = {abs/2110.03360},
year = {2021},
url = {https://arxiv.org/abs/2110.03360},
eprinttype = {arXiv},
eprint = {2110.03360},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08250,
author = {Setareh Ariafar and
Justin Gilmer and
Zachary Nado and
Jasper Snoek and
Rodolphe Jenatton and
George E. Dahl},
title = {Predicting the utility of search spaces for black-box optimization:
a simple, budget-aware approach},
journal = {CoRR},
volume = {abs/2112.08250},
year = {2021},
url = {https://arxiv.org/abs/2112.08250},
eprinttype = {arXiv},
eprint = {2112.08250},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SwiatkowskiRVTD20,
author = {Jakub Swiatkowski and
Kevin Roth and
Bastiaan S. Veeling and
Linh Tran and
Joshua V. Dillon and
Jasper Snoek and
Stephan Mandt and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {The k-tied Normal Distribution: {A} Compact Parameterization of Gaussian
Mean Field Posteriors in Bayesian Neural 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 = {9289--9299},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/swiatkowski20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SwiatkowskiRVTD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenzelRVSTMSSJN20,
author = {Florian Wenzel and
Kevin Roth and
Bastiaan S. Veeling and
Jakub Swiatkowski and
Linh Tran and
Stephan Mandt and
Jasper Snoek and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {How Good is the Bayes Posterior in Deep Neural Networks Really?},
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 = {10248--10259},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wenzel20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WenzelRVSTMSSJN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WenzelSTJ20,
author = {Florian Wenzel and
Jasper Snoek and
Dustin Tran and
Rodolphe Jenatton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Hyperparameter Ensembles for Robustness and Uncertainty Quantification},
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/481fbfa59da2581098e841b7afc122f1-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WenzelSTJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-04694,
author = {Linh Tran and
Bastiaan S. Veeling and
Kevin Roth and
Jakub Swiatkowski and
Joshua V. Dillon and
Jasper Snoek and
Stephan Mandt and
Tim Salimans and
Sebastian Nowozin and
Rodolphe Jenatton},
title = {Hydra: Preserving Ensemble Diversity for Model Distillation},
journal = {CoRR},
volume = {abs/2001.04694},
year = {2020},
url = {https://arxiv.org/abs/2001.04694},
eprinttype = {arXiv},
eprint = {2001.04694},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-04694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02405,
author = {Florian Wenzel and
Kevin Roth and
Bastiaan S. Veeling and
Jakub Swiatkowski and
Linh Tran and
Stephan Mandt and
Jasper Snoek and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {How Good is the Bayes Posterior in Deep Neural Networks Really?},
journal = {CoRR},
volume = {abs/2002.02405},
year = {2020},
url = {https://arxiv.org/abs/2002.02405},
eprinttype = {arXiv},
eprint = {2002.02405},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02655,
author = {Jakub Swiatkowski and
Kevin Roth and
Bastiaan S. Veeling and
Linh Tran and
Joshua V. Dillon and
Stephan Mandt and
Jasper Snoek and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {The k-tied Normal Distribution: {A} Compact Parameterization of Gaussian
Mean Field Posteriors in Bayesian Neural Networks},
journal = {CoRR},
volume = {abs/2002.02655},
year = {2020},
url = {https://arxiv.org/abs/2002.02655},
eprinttype = {arXiv},
eprint = {2002.02655},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06049,
author = {Luigi Carratino and
Moustapha Ciss{\'{e}} and
Rodolphe Jenatton and
Jean{-}Philippe Vert},
title = {On Mixup Regularization},
journal = {CoRR},
volume = {abs/2006.06049},
year = {2020},
url = {https://arxiv.org/abs/2006.06049},
eprinttype = {arXiv},
eprint = {2006.06049},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13570,
author = {Florian Wenzel and
Jasper Snoek and
Dustin Tran and
Rodolphe Jenatton},
title = {Hyperparameter Ensembles for Robustness and Uncertainty Quantification},
journal = {CoRR},
volume = {abs/2006.13570},
year = {2020},
url = {https://arxiv.org/abs/2006.13570},
eprinttype = {arXiv},
eprint = {2006.13570},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06610,
author = {Marton Havasi and
Rodolphe Jenatton and
Stanislav Fort and
Jeremiah Zhe Liu and
Jasper Snoek and
Balaji Lakshminarayanan and
Andrew M. Dai and
Dustin Tran},
title = {Training independent subnetworks for robust prediction},
journal = {CoRR},
volume = {abs/2010.06610},
year = {2020},
url = {https://arxiv.org/abs/2010.06610},
eprinttype = {arXiv},
eprint = {2010.06610},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08483,
author = {Piali Das and
Valerio Perrone and
Nikita Ivkin and
Tanya Bansal and
Zohar S. Karnin and
Huibin Shen and
Iaroslav Shcherbatyi and
Yotam Elor and
Wilton Wu and
Aida Zolic and
Thibaut Li{\'{e}}nart and
Alex Tang and
Amr Ahmed and
Jean Baptiste Faddoul and
Rodolphe Jenatton and
Fela Winkelmolen and
Philip Gautier and
Leo Dirac and
Andre Perunicic and
Miroslav Miladinovic and
Giovanni Zappella and
C{\'{e}}dric Archambeau and
Matthias W. Seeger and
Bhaskar Dutt and
Laurence Rouesnel},
title = {Amazon SageMaker Autopilot: a white box AutoML solution at scale},
journal = {CoRR},
volume = {abs/2012.08483},
year = {2020},
url = {https://arxiv.org/abs/2012.08483},
eprinttype = {arXiv},
eprint = {2012.08483},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08489,
author = {Valerio Perrone and
Huibin Shen and
Aida Zolic and
Iaroslav Shcherbatyi and
Amr Ahmed and
Tanya Bansal and
Michele Donini and
Fela Winkelmolen and
Rodolphe Jenatton and
Jean Baptiste Faddoul and
Barbara Pogorzelska and
Miroslav Miladinovic and
Krishnaram Kenthapadi and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
title = {Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization},
journal = {CoRR},
volume = {abs/2012.08489},
year = {2020},
url = {https://arxiv.org/abs/2012.08489},
eprinttype = {arXiv},
eprint = {2012.08489},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12552,
author = {Valerio Perrone and
Huibin Shen and
Matthias W. Seeger and
C{\'{e}}dric Archambeau and
Rodolphe Jenatton},
title = {Learning search spaces for Bayesian optimization: Another view of
hyperparameter transfer learning},
journal = {CoRR},
volume = {abs/1909.12552},
year = {2019},
url = {http://arxiv.org/abs/1909.12552},
eprinttype = {arXiv},
eprint = {1909.12552},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07003,
author = {Valerio Perrone and
Iaroslav Shcherbatyi and
Rodolphe Jenatton and
C{\'{e}}dric Archambeau and
Matthias W. Seeger},
title = {Constrained Bayesian Optimization with Max-Value Entropy Search},
journal = {CoRR},
volume = {abs/1910.07003},
year = {2019},
url = {http://arxiv.org/abs/1910.07003},
eprinttype = {arXiv},
eprint = {1910.07003},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-07003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PerroneJSA18,
author = {Valerio Perrone and
Rodolphe Jenatton and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Scalable Hyperparameter Transfer Learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6846--6856},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/14c879f3f5d8ed93a09f6090d77c2cc3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PerroneJSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JenattonAGS17,
author = {Rodolphe Jenatton and
C{\'{e}}dric Archambeau and
Javier Gonz{\'{a}}lez and
Matthias W. Seeger},
editor = {Doina Precup and
Yee Whye Teh},
title = {Bayesian Optimization with Tree-structured Dependencies},
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 = {1655--1664},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jenatton17a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JenattonAGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JenattonHA16,
author = {Rodolphe Jenatton and
Jim C. Huang and
C{\'{e}}dric Archambeau},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Adaptive Algorithms for Online Convex Optimization with Long-term
Constraints},
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 = {402--411},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/jenatton16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/JenattonHA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangJA16,
author = {Jim C. Huang and
Rodolphe Jenatton and
C{\'{e}}dric Archambeau},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Online Dual Decomposition for Performance and Delivery-Based Distributed
Ad Allocation},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {117--126},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939691},
doi = {10.1145/2939672.2939691},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuangJA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JenattonHA16,
author = {Rodolphe Jenatton and
Jim C. Huang and
C{\'{e}}dric Archambeau},
title = {Online optimization and regret guarantees for non-additive long-term
constraints},
journal = {CoRR},
volume = {abs/1602.05394},
year = {2016},
url = {http://arxiv.org/abs/1602.05394},
eprinttype = {arXiv},
eprint = {1602.05394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JenattonHA16.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}
}
@inproceedings{DBLP:conf/kdd/FrenoSJA15,
author = {Antonino Freno and
Martin Saveski and
Rodolphe Jenatton and
C{\'{e}}dric Archambeau},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {One-Pass Ranking Models for Low-Latency Product Recommendations},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1789--1798},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788579},
doi = {10.1145/2783258.2788579},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FrenoSJA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JenattonHA15,
author = {Rodolphe Jenatton and
Jim C. Huang and
C{\'{e}}dric Archambeau},
title = {Adaptive Algorithms for Online Convex Optimization with Long-term
Constraints},
journal = {CoRR},
volume = {abs/1512.07422},
year = {2015},
url = {http://arxiv.org/abs/1512.07422},
eprinttype = {arXiv},
eprint = {1512.07422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JenattonHA15.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/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}
}
@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 = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FogelJBd13.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/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 = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/BachJMO12.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/nips/JenattonRBO12,
author = {Rodolphe Jenatton and
Nicolas Le Roux and
Antoine Bordes and
Guillaume Obozinski},
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 latent factor model for highly multi-relational data},
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 = {3176--3184},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/0a1bf96b7165e962e90cb14648c9462d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JenattonRBO12.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}
}
@phdthesis{DBLP:phd/hal/Jenatton11,
author = {Rodolphe Jenatton},
title = {Structured Sparsity-Inducing Norms : Statistical and Algorithmic Properties
with Applications to Neuroimaging. (Normes Parcimonieuses Structur{\'{e}}es
: Propri{\'{e}}t{\'{e}}s Statistiques et Algorithmiques
avec Applications {\`{a}} l'Imagerie C{\'{e}}r{\'{e}}brale)},
school = {{\'{E}}cole normale sup{\'{e}}rieure de Cachan, France},
year = {2011},
url = {https://tel.archives-ouvertes.fr/tel-00673326},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Jenatton11.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}
}
@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}
}
@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-1109-2397,
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-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}
}
@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/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 = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MairalJOB10.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-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}
}
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