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ORCIDBibTeX records: David Lopez-Paz
@inproceedings{DBLP:conf/iclr/IdrissiBBEHBVDL23,
author = {Badr Youbi Idrissi and
Diane Bouchacourt and
Randall Balestriero and
Ivan Evtimov and
Caner Hazirbas and
Nicolas Ballas and
Pascal Vincent and
Michal Drozdzal and
David Lopez{-}Paz and
Mark Ibrahim},
title = {ImageNet-X: Understanding Model Mistakes with Factor of Variation
Annotations},
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=HXz7Vcm3VgM},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/IdrissiBBEHBVDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChaudhuriAAL23,
author = {Kamalika Chaudhuri and
Kartik Ahuja and
Mart{\'{\i}}n Arjovsky and
David Lopez{-}Paz},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Why does Throwing Away Data Improve Worst-Group Error?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4144--4188},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chaudhuri23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChaudhuriAAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RameAZCBL23,
author = {Alexandre Ram{\'{e}} and
Kartik Ahuja and
Jianyu Zhang and
Matthieu Cord and
L{\'{e}}on Bottou and
David Lopez{-}Paz},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Model Ratatouille: Recycling Diverse Models for Out-of-Distribution
Generalization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28656--28679},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/rame23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RameAZCBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16704,
author = {Kartik Ahuja and
David Lopez{-}Paz},
title = {A Closer Look at In-Context Learning under Distribution Shifts},
journal = {CoRR},
volume = {abs/2305.16704},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16704},
doi = {10.48550/ARXIV.2305.16704},
eprinttype = {arXiv},
eprint = {2305.16704},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09888,
author = {Sharut Gupta and
Stefanie Jegelka and
David Lopez{-}Paz and
Kartik Ahuja},
title = {Context is Environment},
journal = {CoRR},
volume = {abs/2309.09888},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09888},
doi = {10.48550/ARXIV.2309.09888},
eprinttype = {arXiv},
eprint = {2309.09888},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16748,
author = {Mohammad Pezeshki and
Diane Bouchacourt and
Mark Ibrahim and
Nicolas Ballas and
Pascal Vincent and
David Lopez{-}Paz},
title = {Discovering environments with {XRM}},
journal = {CoRR},
volume = {abs/2309.16748},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16748},
doi = {10.48550/ARXIV.2309.16748},
eprinttype = {arXiv},
eprint = {2309.16748},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01202,
author = {Kamalika Chaudhuri and
David Lopez{-}Paz},
title = {Unified Uncertainty Calibration},
journal = {CoRR},
volume = {abs/2310.01202},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01202},
doi = {10.48550/ARXIV.2310.01202},
eprinttype = {arXiv},
eprint = {2310.01202},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KalainathanGGLS22,
author = {Diviyan Kalainathan and
Olivier Goudet and
Isabelle Guyon and
David Lopez{-}Paz and
Mich{\`{e}}le Sebag},
title = {Structural Agnostic Modeling: Adversarial Learning of Causal Graphs},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {219:1--219:62},
year = {2022},
url = {http://jmlr.org/papers/v23/19-529.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KalainathanGGLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/VermaKLKSBL22,
author = {Vikas Verma and
Kenji Kawaguchi and
Alex Lamb and
Juho Kannala and
Arno Solin and
Yoshua Bengio and
David Lopez{-}Paz},
title = {Interpolation consistency training for semi-supervised learning},
journal = {Neural Networks},
volume = {145},
pages = {90--106},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2021.10.008},
doi = {10.1016/J.NEUNET.2021.10.008},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/VermaKLKSBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/IdrissiAPL22,
author = {Badr Youbi Idrissi and
Mart{\'{\i}}n Arjovsky and
Mohammad Pezeshki and
David Lopez{-}Paz},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {Simple data balancing achieves competitive worst-group-accuracy},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {336--351},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/idrissi22a.html},
timestamp = {Wed, 06 Jul 2022 16:57:27 +0200},
biburl = {https://dblp.org/rec/conf/clear2/IdrissiAPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLB22,
author = {Jianyu Zhang and
David Lopez{-}Paz and
L{\'{e}}on Bottou},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Rich Feature Construction for the Optimization-Generalization Dilemma},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26397--26411},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22u.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15516,
author = {Jianyu Zhang and
David Lopez{-}Paz and
L{\'{e}}on Bottou},
title = {Rich Feature Construction for the Optimization-Generalization Dilemma},
journal = {CoRR},
volume = {abs/2203.15516},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15516},
doi = {10.48550/ARXIV.2203.15516},
eprinttype = {arXiv},
eprint = {2203.15516},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11672,
author = {Mart{\'{\i}}n Arjovsky and
Kamalika Chaudhuri and
David Lopez{-}Paz},
title = {Throwing Away Data Improves Worst-Class Error in Imbalanced Classification},
journal = {CoRR},
volume = {abs/2205.11672},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11672},
doi = {10.48550/ARXIV.2205.11672},
eprinttype = {arXiv},
eprint = {2205.11672},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09960,
author = {David Lopez{-}Paz and
Diane Bouchacourt and
Levent Sagun and
Nicolas Usunier},
title = {Measuring and signing fairness as performance under multiple stakeholder
distributions},
journal = {CoRR},
volume = {abs/2207.09960},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09960},
doi = {10.48550/ARXIV.2207.09960},
eprinttype = {arXiv},
eprint = {2207.09960},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01866,
author = {Badr Youbi Idrissi and
Diane Bouchacourt and
Randall Balestriero and
Ivan Evtimov and
Caner Hazirbas and
Nicolas Ballas and
Pascal Vincent and
Michal Drozdzal and
David Lopez{-}Paz and
Mark Ibrahim},
title = {ImageNet-X: Understanding Model Mistakes with Factor of Variation
Annotations},
journal = {CoRR},
volume = {abs/2211.01866},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01866},
doi = {10.48550/ARXIV.2211.01866},
eprinttype = {arXiv},
eprint = {2211.01866},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10445,
author = {Alexandre Ram{\'{e}} and
Kartik Ahuja and
Jianyu Zhang and
Matthieu Cord and
L{\'{e}}on Bottou and
David Lopez{-}Paz},
title = {Recycling diverse models for out-of-distribution generalization},
journal = {CoRR},
volume = {abs/2212.10445},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10445},
doi = {10.48550/ARXIV.2212.10445},
eprinttype = {arXiv},
eprint = {2212.10445},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChaudhryGDTL21,
author = {Arslan Chaudhry and
Albert Gordo and
Puneet K. Dokania and
Philip H. S. Torr and
David Lopez{-}Paz},
title = {Using Hindsight to Anchor Past Knowledge in Continual Learning},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {6993--7001},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i8.16861},
doi = {10.1609/AAAI.V35I8.16861},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChaudhryGDTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GulrajaniL21,
author = {Ishaan Gulrajani and
David Lopez{-}Paz},
title = {In Search of Lost Domain Generalization},
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=lQdXeXDoWtI},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GulrajaniL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VedantamLS21,
author = {Ramakrishna Vedantam and
David Lopez{-}Paz and
David J. Schwab},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {An Empirical Investigation of Domain Generalization with Empirical
Risk Minimizers},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28131--28143},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ecf9902e0f61677c8de25ae60b654669-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/VedantamLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10867,
author = {Benjamin Aubin and
Agnieszka Slowik and
Mart{\'{\i}}n Arjovsky and
L{\'{e}}on Bottou and
David Lopez{-}Paz},
title = {Linear unit-tests for invariance discovery},
journal = {CoRR},
volume = {abs/2102.10867},
year = {2021},
url = {https://arxiv.org/abs/2102.10867},
eprinttype = {arXiv},
eprint = {2102.10867},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06217,
author = {Mohamed Ishmael Belghazi and
David Lopez{-}Paz},
title = {What classifiers know what they don't?},
journal = {CoRR},
volume = {abs/2107.06217},
year = {2021},
url = {https://arxiv.org/abs/2107.06217},
eprinttype = {arXiv},
eprint = {2107.06217},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14503,
author = {Badr Youbi Idrissi and
Mart{\'{\i}}n Arjovsky and
Mohammad Pezeshki and
David Lopez{-}Paz},
title = {Simple data balancing achieves competitive worst-group-accuracy},
journal = {CoRR},
volume = {abs/2110.14503},
year = {2021},
url = {https://arxiv.org/abs/2110.14503},
eprinttype = {arXiv},
eprint = {2110.14503},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KingCLO20,
author = {Jean{-}R{\'{e}}mi King and
Fran{\c{c}}ois Charton and
David Lopez{-}Paz and
Maxime Oquab},
title = {Back-to-back regression: Disentangling the influence of correlated
factors from multivariate observations},
journal = {NeuroImage},
volume = {220},
pages = {117028},
year = {2020},
url = {https://doi.org/10.1016/j.neuroimage.2020.117028},
doi = {10.1016/J.NEUROIMAGE.2020.117028},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/KingCLO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GordonLBB20,
author = {Jonathan Gordon and
David Lopez{-}Paz and
Marco Baroni and
Diane Bouchacourt},
title = {Permutation Equivariant Models for Compositional Generalization in
Language},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SylVNerFvr},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GordonLBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08165,
author = {Arslan Chaudhry and
Albert Gordo and
Puneet K. Dokania and
Philip H. S. Torr and
David Lopez{-}Paz},
title = {Using Hindsight to Anchor Past Knowledge in Continual Learning},
journal = {CoRR},
volume = {abs/2002.08165},
year = {2020},
url = {https://arxiv.org/abs/2002.08165},
eprinttype = {arXiv},
eprint = {2002.08165},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01434,
author = {Ishaan Gulrajani and
David Lopez{-}Paz},
title = {In Search of Lost Domain Generalization},
journal = {CoRR},
volume = {abs/2007.01434},
year = {2020},
url = {https://arxiv.org/abs/2007.01434},
eprinttype = {arXiv},
eprint = {2007.01434},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Simon-GabrielOB19,
author = {Carl{-}Johann Simon{-}Gabriel and
Yann Ollivier and
L{\'{e}}on Bottou and
Bernhard Sch{\"{o}}lkopf and
David Lopez{-}Paz},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {First-Order Adversarial Vulnerability of Neural Networks and Input
Dimension},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5809--5817},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/simon-gabriel19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/Simon-GabrielOB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VermaLBNMLB19,
author = {Vikas Verma and
Alex Lamb and
Christopher Beckham and
Amir Najafi and
Ioannis Mitliagkas and
David Lopez{-}Paz and
Yoshua Bengio},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Manifold Mixup: Better Representations by Interpolating Hidden States},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6438--6447},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/verma19a.html},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VermaLBNMLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/VermaLKBL19,
author = {Vikas Verma and
Alex Lamb and
Juho Kannala and
Yoshua Bengio and
David Lopez{-}Paz},
editor = {Sarit Kraus},
title = {Interpolation Consistency Training for Semi-supervised Learning},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3635--3641},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/504},
doi = {10.24963/IJCAI.2019/504},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/VermaLKBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TagasovskaL19,
author = {Natasa Tagasovska and
David Lopez{-}Paz},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Single-Model Uncertainties for Deep Learning},
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 = {6414--6425},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/73c03186765e199c116224b68adc5fa0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TagasovskaL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BelghaziOL19,
author = {Mohamed Ishmael Belghazi and
Maxime Oquab and
David Lopez{-}Paz},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning about an exponential amount of conditional distributions},
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 = {13703--13714},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/5a0c828364dbf6dd406139dab7b25398-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BelghaziOL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/Hernandez-LobatoML019,
author = {Daniel Hern{\'{a}}ndez{-}Lobato and
Pablo Morales{-}Mombiela and
David Lopez{-}Paz and
Alberto Su{\'{a}}rez},
editor = {Isabelle Guyon and
Alexander R. Statnikov and
Berna Bakir Batu},
title = {Non-linear Causal Inference Using Gaussianity Measures},
booktitle = {Cause Effect Pairs in Machine Learning},
pages = {257--299},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21810-2\_8},
doi = {10.1007/978-3-030-21810-2\_8},
timestamp = {Thu, 09 Apr 2020 16:47:27 +0200},
biburl = {https://dblp.org/rec/books/sp/19/Hernandez-LobatoML019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08401,
author = {Mohamed Ishmael Belghazi and
Maxime Oquab and
Yann LeCun and
David Lopez{-}Paz},
title = {Learning about an exponential amount of conditional distributions},
journal = {CoRR},
volume = {abs/1902.08401},
year = {2019},
url = {http://arxiv.org/abs/1902.08401},
eprinttype = {arXiv},
eprint = {1902.08401},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03825,
author = {Vikas Verma and
Alex Lamb and
Juho Kannala and
Yoshua Bengio and
David Lopez{-}Paz},
title = {Interpolation Consistency Training for Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/1903.03825},
year = {2019},
url = {http://arxiv.org/abs/1903.03825},
eprinttype = {arXiv},
eprint = {1903.03825},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02893,
author = {Mart{\'{\i}}n Arjovsky and
L{\'{e}}on Bottou and
Ishaan Gulrajani and
David Lopez{-}Paz},
title = {Invariant Risk Minimization},
journal = {CoRR},
volume = {abs/1907.02893},
year = {2019},
url = {http://arxiv.org/abs/1907.02893},
eprinttype = {arXiv},
eprint = {1907.02893},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lopez-PazS18,
author = {David Lopez{-}Paz and
Levent Sagun},
title = {Easing non-convex optimization with neural networks},
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=rJXIPK1PM},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lopez-PazS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Rojas-CarullaBL18,
author = {Mateo Rojas{-}Carulla and
Marco Baroni and
David Lopez{-}Paz},
title = {Causal Discovery Using Proxy Variables},
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=B1VKG7kDM},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Rojas-CarullaBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCDL18,
author = {Hongyi Zhang and
Moustapha Ciss{\'{e}} and
Yann N. Dauphin and
David Lopez{-}Paz},
title = {mixup: Beyond Empirical Risk Minimization},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=r1Ddp1-Rb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCDL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BojanowskiJLS18,
author = {Piotr Bojanowski and
Armand Joulin and
David Lopez{-}Paz and
Arthur Szlam},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Optimizing the Latent Space of Generative Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {599--608},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/bojanowski18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/BojanowskiJLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01421,
author = {Carl{-}Johann Simon{-}Gabriel and
Yann Ollivier and
Bernhard Sch{\"{o}}lkopf and
L{\'{e}}on Bottou and
David Lopez{-}Paz},
title = {Adversarial Vulnerability of Neural Networks Increases With Input
Dimension},
journal = {CoRR},
volume = {abs/1802.01421},
year = {2018},
url = {http://arxiv.org/abs/1802.01421},
eprinttype = {arXiv},
eprint = {1802.01421},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00908,
author = {Natasa Tagasovska and
David Lopez{-}Paz},
title = {Frequentist uncertainty estimates for deep learning},
journal = {CoRR},
volume = {abs/1811.00908},
year = {2018},
url = {http://arxiv.org/abs/1811.00908},
eprinttype = {arXiv},
eprint = {1811.00908},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/BottouALO17,
author = {L{\'{e}}on Bottou and
Mart{\'{\i}}n Arjovsky and
David Lopez{-}Paz and
Maxime Oquab},
editor = {Lev I. Rozonoer and
Boris G. Mirkin and
Ilya Muchnik},
title = {Geometrical Insights for Implicit Generative Modeling},
booktitle = {Braverman Readings in Machine Learning. Key Ideas from Inception to
Current State - International Conference Commemorating the 40th Anniversary
of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017,
Invited Talks},
series = {Lecture Notes in Computer Science},
volume = {11100},
pages = {229--268},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-99492-5\_11},
doi = {10.1007/978-3-319-99492-5\_11},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/birthday/BottouALO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Lopez-PazNCSB17,
author = {David Lopez{-}Paz and
Robert Nishihara and
Soumith Chintala and
Bernhard Sch{\"{o}}lkopf and
L{\'{e}}on Bottou},
title = {Discovering Causal Signals in Images},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {58--66},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.14},
doi = {10.1109/CVPR.2017.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Lopez-PazNCSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lopez-PazO17,
author = {David Lopez{-}Paz and
Maxime Oquab},
title = {Revisiting Classifier Two-Sample Tests},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SJkXfE5xx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lopez-PazO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Lopez-PazR17,
author = {David Lopez{-}Paz and
Marc'Aurelio Ranzato},
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 = {Gradient Episodic Memory for Continual Learning},
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 = {6467--6476},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f87522788a2be2d171666752f97ddebb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/Lopez-PazR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pac/CelikLM17,
author = {Z. Berkay Celik and
David Lopez{-}Paz and
Patrick D. McDaniel},
title = {Patient-Driven Privacy Control through Generalized Distillation},
booktitle = {{IEEE} Symposium on Privacy-Aware Computing, {PAC} 2017, Washington,
DC, USA, August 1-4, 2017},
pages = {1--12},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.ieeecomputersociety.org/10.1109/PAC.2017.13},
doi = {10.1109/PAC.2017.13},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pac/CelikLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Rojas-CarullaBL17,
author = {Mateo Rojas{-}Carulla and
Marco Baroni and
David Lopez{-}Paz},
title = {Causal Discovery Using Proxy Variables},
journal = {CoRR},
volume = {abs/1702.07306},
year = {2017},
url = {http://arxiv.org/abs/1702.07306},
eprinttype = {arXiv},
eprint = {1702.07306},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Rojas-CarullaBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lopez-PazR17,
author = {David Lopez{-}Paz and
Marc'Aurelio Ranzato},
title = {Gradient Episodic Memory for Continuum Learning},
journal = {CoRR},
volume = {abs/1706.08840},
year = {2017},
url = {http://arxiv.org/abs/1706.08840},
eprinttype = {arXiv},
eprint = {1706.08840},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lopez-PazR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiJLS17,
author = {Piotr Bojanowski and
Armand Joulin and
David Lopez{-}Paz and
Arthur Szlam},
title = {Optimizing the Latent Space of Generative Networks},
journal = {CoRR},
volume = {abs/1707.05776},
year = {2017},
url = {http://arxiv.org/abs/1707.05776},
eprinttype = {arXiv},
eprint = {1707.05776},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiJLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09412,
author = {Hongyi Zhang and
Moustapha Ciss{\'{e}} and
Yann N. Dauphin and
David Lopez{-}Paz},
title = {mixup: Beyond Empirical Risk Minimization},
journal = {CoRR},
volume = {abs/1710.09412},
year = {2017},
url = {http://arxiv.org/abs/1710.09412},
eprinttype = {arXiv},
eprint = {1710.09412},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07822,
author = {L{\'{e}}on Bottou and
Mart{\'{\i}}n Arjovsky and
David Lopez{-}Paz and
Maxime Oquab},
title = {Geometrical Insights for Implicit Generative Modeling},
journal = {CoRR},
volume = {abs/1712.07822},
year = {2017},
url = {http://arxiv.org/abs/1712.07822},
eprinttype = {arXiv},
eprint = {1712.07822},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Hernandez-Lobato16,
author = {Daniel Hern{\'{a}}ndez{-}Lobato and
Pablo Morales{-}Mombiela and
David Lopez{-}Paz and
Alberto Su{\'{a}}rez},
title = {Non-linear Causal Inference using Gaussianity Measures},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {28:1--28:39},
year = {2016},
url = {http://jmlr.org/papers/v17/14-375.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hernandez-Lobato16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NishiharaLB16,
author = {Robert Nishihara and
David Lopez{-}Paz and
L{\'{e}}on Bottou},
editor = {Arthur Gretton and
Christian C. Robert},
title = {No Regret Bound for Extreme Bandits},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {259--267},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/nishihara16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NishiharaLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/Lopez-PazBSV15,
author = {David Lopez{-}Paz and
L{\'{e}}on Bottou and
Bernhard Sch{\"{o}}lkopf and
Vladimir Vapnik},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Unifying distillation and privileged information},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.03643},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lopez-PazBSV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TolstikhinL16,
author = {Ilya O. Tolstikhin and
David Lopez{-}Paz},
title = {Minimax Lower Bounds for Realizable Transductive Classification},
journal = {CoRR},
volume = {abs/1602.03027},
year = {2016},
url = {http://arxiv.org/abs/1602.03027},
eprinttype = {arXiv},
eprint = {1602.03027},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TolstikhinL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lopez-PazNCSB16,
author = {David Lopez{-}Paz and
Robert Nishihara and
Soumith Chintala and
Bernhard Sch{\"{o}}lkopf and
L{\'{e}}on Bottou},
title = {Discovering Causal Signals in Images},
journal = {CoRR},
volume = {abs/1605.08179},
year = {2016},
url = {http://arxiv.org/abs/1605.08179},
eprinttype = {arXiv},
eprint = {1605.08179},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lopez-PazNCSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CelikLM16,
author = {Z. Berkay Celik and
David Lopez{-}Paz and
Patrick D. McDaniel},
title = {Patient-Driven Privacy Control through Generalized Distillation},
journal = {CoRR},
volume = {abs/1611.08648},
year = {2016},
url = {http://arxiv.org/abs/1611.08648},
eprinttype = {arXiv},
eprint = {1611.08648},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CelikLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Lopez-PazMR15,
author = {David Lopez{-}Paz and
Krikamol Muandet and
Benjamin Recht},
title = {The Randomized Causation Coefficient},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2901--2907},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912092},
doi = {10.5555/2789272.2912092},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lopez-PazMR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lopez-PazMST15,
author = {David Lopez{-}Paz and
Krikamol Muandet and
Bernhard Sch{\"{o}}lkopf and
Ilya O. Tolstikhin},
editor = {Francis R. Bach and
David M. Blei},
title = {Towards a Learning Theory of Cause-Effect Inference},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1452--1461},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lopez-paz15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lopez-PazMST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NishiharaLB15,
author = {Robert Nishihara and
David Lopez{-}Paz and
L{\'{e}}on Bottou},
title = {No Regret Bound for Extreme Bandits},
journal = {CoRR},
volume = {abs/1508.02933},
year = {2015},
url = {http://arxiv.org/abs/1508.02933},
eprinttype = {arXiv},
eprint = {1508.02933},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NishiharaLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lopez-PazSSGS14,
author = {David Lopez{-}Paz and
Suvrit Sra and
Alexander J. Smola and
Zoubin Ghahramani and
Bernhard Sch{\"{o}}lkopf},
title = {Randomized Nonlinear Component Analysis},
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 = {1359--1367},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/lopez-paz14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lopez-PazSSGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lopez-PazSSGS14,
author = {David Lopez{-}Paz and
Suvrit Sra and
Alexander J. Smola and
Zoubin Ghahramani and
Bernhard Sch{\"{o}}lkopf},
title = {Randomized Nonlinear Component Analysis},
journal = {CoRR},
volume = {abs/1402.0119},
year = {2014},
url = {http://arxiv.org/abs/1402.0119},
eprinttype = {arXiv},
eprint = {1402.0119},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lopez-PazSSGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Lopez-PazHG13,
author = {David Lopez{-}Paz and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Zoubin Ghahramani},
title = {Gaussian Process Vine Copulas for Multivariate Dependence},
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 = {10--18},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/lopez-paz13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Lopez-PazHG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Lopez-PazHS13,
author = {David L{\'{o}}pez{-}Paz and
Philipp Hennig and
Bernhard Sch{\"{o}}lkopf},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {The Randomized Dependence Coefficient},
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 = {1--9},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/aab3238922bcc25a6f606eb525ffdc56-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Lopez-PazHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0142,
author = {David Lopez{-}Paz and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Bernhard Sch{\"{o}}lkopf},
title = {Semi-Supervised Domain Adaptation with Non-Parametric Copulas},
journal = {CoRR},
volume = {abs/1301.0142},
year = {2013},
url = {http://arxiv.org/abs/1301.0142},
eprinttype = {arXiv},
eprint = {1301.0142},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Lopez-PazHS12,
author = {David L{\'{o}}pez{-}Paz and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Bernhard Sch{\"{o}}lkopf},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Semi-Supervised Domain Adaptation with Non-Parametric Copulas},
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 = {674--682},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/8e98d81f8217304975ccb23337bb5761-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Lopez-PazHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/FabreguesLS11,
author = {Angela Fabregues and
David L{\'{o}}pez{-}Paz and
Carles Sierra},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {DipTools: experimental data visualization tool for the DipGame testbed},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1315--1316},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034543\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/FabreguesLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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