Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Corinna Cortes
@inproceedings{DBLP:conf/aistats/AwasthiCM23,
author = {Pranjal Awasthi and
Corinna Cortes and
Christopher Mohri},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Theory and Algorithm for Batch Distribution Drift Problems},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {9826--9851},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/awasthi23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AwasthiCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05816,
author = {Pranjal Awasthi and
Corinna Cortes and
Mehryar Mohri},
title = {Best-Effort Adaptation},
journal = {CoRR},
volume = {abs/2305.05816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05816},
doi = {10.48550/ARXIV.2305.05816},
eprinttype = {arXiv},
eprint = {2305.05816},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08838,
author = {Raef Bassily and
Corinna Cortes and
Anqi Mao and
Mehryar Mohri},
title = {Differentially Private Domain Adaptation with Theoretical Guarantees},
journal = {CoRR},
volume = {abs/2306.08838},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08838},
doi = {10.48550/ARXIV.2306.08838},
eprinttype = {arXiv},
eprint = {2306.08838},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMS21,
author = {Corinna Cortes and
Mehryar Mohri and
Ananda Theertha Suresh},
editor = {Marina Meila and
Tong Zhang},
title = {Relative Deviation Margin Bounds},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2122--2131},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cortes21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMSZ21,
author = {Corinna Cortes and
Mehryar Mohri and
Ananda Theertha Suresh and
Ningshan Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {A Discriminative Technique for Multiple-Source Adaptation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2132--2143},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cortes21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesMSS21,
author = {Corinna Cortes and
Mehryar Mohri and
Dmitry Storcheus and
Ananda Theertha Suresh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Boosting with Multiple Sources},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17373--17387},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9103820024efb30b451d006dc4ab3370-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesMSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09774,
author = {Corinna Cortes and
Neil D. Lawrence},
title = {Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS
Experiment},
journal = {CoRR},
volume = {abs/2109.09774},
year = {2021},
url = {https://arxiv.org/abs/2109.09774},
eprinttype = {arXiv},
eprint = {2109.09774},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AminCDR20,
author = {Kareem Amin and
Corinna Cortes and
Giulia DeSalvo and
Afshin Rostamizadeh},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Understanding the Effects of Batching in Online Active Learning},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3482--3492},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/amin20a.html},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AminCDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesDGMZ20,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Ningshan Zhang},
title = {Adaptive Region-Based Active Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2144--2153},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cortes20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesDGMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesDGMZ20a,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Ningshan Zhang},
title = {Online Learning with Dependent Stochastic Feedback Graphs},
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 = {2154--2163},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/cortes20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesDGMZ20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesMGS20,
author = {Corinna Cortes and
Mehryar Mohri and
Javier Gonzalvo and
Dmitry Storcheus},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Agnostic Learning with Multiple Objectives},
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/ebea2325dc670423afe9a1f4d9d1aef5-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CortesMGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07348,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Ningshan Zhang},
title = {Adaptive Region-Based Active Learning},
journal = {CoRR},
volume = {abs/2002.07348},
year = {2020},
url = {https://arxiv.org/abs/2002.07348},
eprinttype = {arXiv},
eprint = {2002.07348},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14950,
author = {Corinna Cortes and
Mehryar Mohri and
Ananda Theertha Suresh},
title = {Relative Deviation Margin Bounds},
journal = {CoRR},
volume = {abs/2006.14950},
year = {2020},
url = {https://arxiv.org/abs/2006.14950},
eprinttype = {arXiv},
eprint = {2006.14950},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09490,
author = {Pranjal Awasthi and
Corinna Cortes and
Yishay Mansour and
Mehryar Mohri},
title = {Beyond Individual and Group Fairness},
journal = {CoRR},
volume = {abs/2008.09490},
year = {2020},
url = {https://arxiv.org/abs/2008.09490},
eprinttype = {arXiv},
eprint = {2008.09490},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11036,
author = {Corinna Cortes and
Mehryar Mohri and
Ananda Theertha Suresh and
Ningshan Zhang},
title = {Multiple-Source Adaptation with Domain Classifiers},
journal = {CoRR},
volume = {abs/2008.11036},
year = {2020},
url = {https://arxiv.org/abs/2008.11036},
eprinttype = {arXiv},
eprint = {2008.11036},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/CortesGM19,
author = {Corinna Cortes and
Spencer Greenberg and
Mehryar Mohri},
title = {Relative deviation learning bounds and generalization with unbounded
loss functions},
journal = {Ann. Math. Artif. Intell.},
volume = {85},
number = {1},
pages = {45--70},
year = {2019},
url = {https://doi.org/10.1007/s10472-018-9613-y},
doi = {10.1007/S10472-018-9613-Y},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amai/CortesGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CortesMM19,
author = {Corinna Cortes and
Mehryar Mohri and
Andr{\'{e}}s {Mu{\~{n}}oz Medina}},
title = {Adaptation Based on Generalized Discrepancy},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {1:1--1:30},
year = {2019},
url = {http://jmlr.org/papers/v20/15-192.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CortesMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CortesDGMZ19,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Ningshan Zhang},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Region-Based Active Learning},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2801--2809},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/cortes19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CortesDGMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/CortesKMRW19,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri and
Holakou Rahmanian and
Manfred K. Warmuth},
editor = {Aur{\'{e}}lien Garivier and
Satyen Kale},
title = {Online Non-Additive Path Learning under Full and Partial Information},
booktitle = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
Illinois, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {98},
pages = {274--299},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v98/cortes19a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/alt/CortesKMRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesDGMY19,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Scott Yang},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Online Learning with Sleeping Experts and Feedback Graphs},
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 = {1370--1378},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/cortes19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesDGMY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesDMZG19,
author = {Corinna Cortes and
Giulia DeSalvo and
Mehryar Mohri and
Ningshan Zhang and
Claudio Gentile},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Active Learning with Disagreement Graphs},
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 = {1379--1387},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/cortes19b.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesDMZG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesMS19,
author = {Corinna Cortes and
Mehryar Mohri and
Dmitry Storcheus},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Regularized Gradient Boosting},
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 = {5450--5459},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/465636eb4a7ff4b267f3b765d07a02da-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdlamCMZ19,
author = {Ben Adlam and
Corinna Cortes and
Mehryar Mohri and
Ningshan Zhang},
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 GANs and Ensembles Using Discrepancy},
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 = {5788--5799},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/b23f52202479e957b9bada847c1175d7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AdlamCMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00080,
author = {Charles Weill and
Javier Gonzalvo and
Vitaly Kuznetsov and
Scott Yang and
Scott Yak and
Hanna Mazzawi and
Eugen Hotaj and
Ghassen Jerfel and
Vladimir Macko and
Ben Adlam and
Mehryar Mohri and
Corinna Cortes},
title = {AdaNet: {A} Scalable and Flexible Framework for Automatically Learning
Ensembles},
journal = {CoRR},
volume = {abs/1905.00080},
year = {2019},
url = {http://arxiv.org/abs/1905.00080},
eprinttype = {arXiv},
eprint = {1905.00080},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08965,
author = {Ben Adlam and
Corinna Cortes and
Mehryar Mohri and
Ningshan Zhang},
title = {Learning GANs and Ensembles Using Discrepancy},
journal = {CoRR},
volume = {abs/1910.08965},
year = {2019},
url = {http://arxiv.org/abs/1910.08965},
eprinttype = {arXiv},
eprint = {1910.08965},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesDGMY18,
author = {Corinna Cortes and
Giulia DeSalvo and
Claudio Gentile and
Mehryar Mohri and
Scott Yang},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Online Learning with Abstention},
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 = {1067--1075},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/cortes18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesDGMY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesKMSY18,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri and
Dmitry Storcheus and
Scott Yang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Efficient Gradient Computation for Structured Output Learning with
Rational and Tropical Losses},
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 = {6811--6822},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f6d9e459b9fbf6dd26c4f7d621adec1d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesKMSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-06518,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri and
Holakou Rahmanian and
Manfred K. Warmuth},
title = {Online Non-Additive Path Learning under Full and Partial Information},
journal = {CoRR},
volume = {abs/1804.06518},
year = {2018},
url = {http://arxiv.org/abs/1804.06518},
eprinttype = {arXiv},
eprint = {1804.06518},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-06518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesGKMY17,
author = {Corinna Cortes and
Xavier Gonzalvo and
Vitaly Kuznetsov and
Mehryar Mohri and
Scott Yang},
editor = {Doina Precup and
Yee Whye Teh},
title = {AdaNet: Adaptive Structural Learning of Artificial Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {874--883},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cortes17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesGKMY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CortesDMY17,
author = {Corinna Cortes and
Giulia DeSalvo and
Mehryar Mohri and
Scott Yang},
title = {On-line Learning with Abstention},
journal = {CoRR},
volume = {abs/1703.03478},
year = {2017},
url = {http://arxiv.org/abs/1703.03478},
eprinttype = {arXiv},
eprint = {1703.03478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CortesDMY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/CortesDM16,
author = {Corinna Cortes and
Giulia DeSalvo and
Mehryar Mohri},
editor = {Ronald Ortner and
Hans Ulrich Simon and
Sandra Zilles},
title = {Learning with Rejection},
booktitle = {Algorithmic Learning Theory - 27th International Conference, {ALT}
2016, Bari, Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9925},
pages = {67--82},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46379-7\_5},
doi = {10.1007/978-3-319-46379-7\_5},
timestamp = {Fri, 08 Sep 2023 21:18:15 +0200},
biburl = {https://dblp.org/rec/conf/alt/CortesDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesDM16,
author = {Corinna Cortes and
Giulia DeSalvo and
Mehryar Mohri},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Boosting with Abstention},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1660--1668},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/7634ea65a4e6d9041cfd3f7de18e334a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesKMY16,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri and
Scott Yang},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Structured Prediction Theory Based on Factor Graph Complexity},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2514--2522},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/535ab76633d94208236a2e829ea6d888-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CortesKMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/16/CortesFPRS16,
author = {Corinna Cortes and
Kathleen Fisher and
Daryl Pregibon and
Anne Rogers and
Frederick Smith},
editor = {Minos N. Garofalakis and
Johannes Gehrke and
Rajeev Rastogi},
title = {Hancock: {A} Language for Analyzing Transactional Data Streams},
booktitle = {Data Stream Management - Processing High-Speed Data Streams},
series = {Data-Centric Systems and Applications},
pages = {387--408},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-540-28608-0\_19},
doi = {10.1007/978-3-540-28608-0\_19},
timestamp = {Tue, 16 May 2017 14:01:44 +0200},
biburl = {https://dblp.org/rec/books/sp/16/CortesFPRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CortesMKY16,
author = {Corinna Cortes and
Mehryar Mohri and
Vitaly Kuznetsov and
Scott Yang},
title = {Structured Prediction Theory and Voted Risk Minimization},
journal = {CoRR},
volume = {abs/1605.06443},
year = {2016},
url = {http://arxiv.org/abs/1605.06443},
eprinttype = {arXiv},
eprint = {1605.06443},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CortesMKY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CortesGKMY16,
author = {Corinna Cortes and
Xavi Gonzalvo and
Vitaly Kuznetsov and
Mehryar Mohri and
Scott Yang},
title = {AdaNet: Adaptive Structural Learning of Artificial Neural Networks},
journal = {CoRR},
volume = {abs/1607.01097},
year = {2016},
url = {http://arxiv.org/abs/1607.01097},
eprinttype = {arXiv},
eprint = {1607.01097},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CortesGKMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CortesKMW15,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri and
Manfred K. Warmuth},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {On-Line Learning Algorithms for Path Experts with Non-Additive Losses},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {424--447},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Cortes15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/CortesKMW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesKMS15,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri and
Umar Syed},
editor = {Francis R. Bach and
David M. Blei},
title = {Structural Maxent Models},
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 = {391--399},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/cortes15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesKMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CortesMM15,
author = {Corinna Cortes and
Mehryar Mohri and
Andres Mu{\~{n}}oz Medina},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Adaptation Algorithm and Theory Based on Generalized Discrepancy},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {169--178},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783368},
doi = {10.1145/2783258.2783368},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CortesMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesGKM15,
author = {Corinna Cortes and
Prasoon Goyal and
Vitaly Kuznetsov and
Mehryar Mohri},
title = {Kernel Extraction via Voted Risk Minimization},
booktitle = {Proceedings of the 1st Workshop on Feature Extraction: Modern Questions
and Challenges, {FE} 2015, co-located with the 29th Annual Conference
on Neural Information Processing Systems {(NIPS} 2015), Montreal,
Canada, December 11-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {44},
pages = {72--89},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v44/cortes15a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesGKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2015,
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CortesGKM15,
author = {Corinna Cortes and
Prasoon Goyal and
Vitaly Kuznetsov and
Mehryar Mohri},
title = {Voted Kernel Regularization},
journal = {CoRR},
volume = {abs/1509.04340},
year = {2015},
url = {http://arxiv.org/abs/1509.04340},
eprinttype = {arXiv},
eprint = {1509.04340},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CortesGKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/CortesM14,
author = {Corinna Cortes and
Mehryar Mohri},
title = {Domain adaptation and sample bias correction theory and algorithm
for regression},
journal = {Theor. Comput. Sci.},
volume = {519},
pages = {103--126},
year = {2014},
url = {https://doi.org/10.1016/j.tcs.2013.09.027},
doi = {10.1016/J.TCS.2013.09.027},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/CortesM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CortesKM14,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri},
title = {Learning Ensembles of Structured Prediction Rules},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {1--12},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1001},
doi = {10.3115/V1/P14-1001},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CortesKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesKM14,
author = {Corinna Cortes and
Vitaly Kuznetsov and
Mehryar Mohri},
title = {Ensemble Methods for Structured Prediction},
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 = {1134--1142},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/cortesa14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMS14,
author = {Corinna Cortes and
Mehryar Mohri and
Umar Syed},
title = {Deep Boosting},
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 = {1179--1187},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/cortesb14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2014,
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CortesMM14,
author = {Corinna Cortes and
Mehryar Mohri and
Andres Mu{\~{n}}oz Medina},
title = {Adaptation Algorithm and Theory Based on Generalized Discrepancy},
journal = {CoRR},
volume = {abs/1405.1503},
year = {2014},
url = {http://arxiv.org/abs/1405.1503},
eprinttype = {arXiv},
eprint = {1405.1503},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CortesMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMR13,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
title = {Multi-Class Classification with Maximum Margin Multiple Kernel},
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 = {46--54},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/cortes13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesKM13,
author = {Corinna Cortes and
Marius Kloft and
Mehryar Mohri},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning Kernels Using Local Rademacher Complexity},
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 = {2760--2768},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/f91e24dfe80012e2a7984afa4480a6d6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CortesGM13,
author = {Corinna Cortes and
Spencer Greenberg and
Mehryar Mohri},
title = {Relative Deviation Learning Bounds and Generalization with Unbounded
Loss Functions},
journal = {CoRR},
volume = {abs/1310.5796},
year = {2013},
url = {http://arxiv.org/abs/1310.5796},
eprinttype = {arXiv},
eprint = {1310.5796},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CortesGM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CortesMR12,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
title = {Algorithms for Learning Kernels Based on Centered Alignment},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {795--828},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188413},
doi = {10.5555/2503308.2188413},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CortesMR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoydCMR12,
author = {Stephen P. Boyd and
Corinna Cortes and
Mehryar Mohri and
Ana Radovanovic},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Accuracy at the Top},
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 = {962--970},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/7fe1f8abaad094e0b5cb1b01d712f708-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BoydCMR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3712,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
title = {Ensembles of Kernel Predictors},
journal = {CoRR},
volume = {abs/1202.3712},
year = {2012},
url = {http://arxiv.org/abs/1202.3712},
eprinttype = {arXiv},
eprint = {1202.3712},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-0550,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
title = {Algorithms for Learning Kernels Based on Centered Alignment},
journal = {CoRR},
volume = {abs/1203.0550},
year = {2012},
url = {http://arxiv.org/abs/1203.0550},
eprinttype = {arXiv},
eprint = {1203.0550},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-0550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2653,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
title = {{L2} Regularization for Learning Kernels},
journal = {CoRR},
volume = {abs/1205.2653},
year = {2012},
url = {http://arxiv.org/abs/1205.2653},
eprinttype = {arXiv},
eprint = {1205.2653},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfcs/AllauzenCM11,
author = {Cyril Allauzen and
Corinna Cortes and
Mehryar Mohri},
title = {A Dual Coordinate Descent Algorithm for SVMs Combined with Rational
Kernels},
journal = {Int. J. Found. Comput. Sci.},
volume = {22},
number = {8},
pages = {1761--1779},
year = {2011},
url = {https://doi.org/10.1142/S0129054111009021},
doi = {10.1142/S0129054111009021},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfcs/AllauzenCM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/CortesM11,
author = {Corinna Cortes and
Mehryar Mohri},
editor = {Jyrki Kivinen and
Csaba Szepesv{\'{a}}ri and
Esko Ukkonen and
Thomas Zeugmann},
title = {Domain Adaptation in Regression},
booktitle = {Algorithmic Learning Theory - 22nd International Conference, {ALT}
2011, Espoo, Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6925},
pages = {308--323},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24412-4\_25},
doi = {10.1007/978-3-642-24412-4\_25},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/CortesM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CortesMR11,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Ensembles of Kernel Predictors},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {145--152},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2188\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/CortesMR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMR10,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Two-Stage Learning Kernel Algorithms},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {239--246},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/125.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMR10a,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Generalization Bounds for Learning Kernels},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {247--254},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/179.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CortesMR10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesMM10,
author = {Corinna Cortes and
Yishay Mansour and
Mehryar Mohri},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Learning Bounds for Importance Weighting},
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 = {442--450},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/59c33016884a62116be975a9bb8257e3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wia/AllauzenCM10,
author = {Cyril Allauzen and
Corinna Cortes and
Mehryar Mohri},
editor = {Michael Domaratzki and
Kai Salomaa},
title = {Large-Scale Training of SVMs with Automata Kernels},
booktitle = {Implementation and Application of Automata - 15th International Conference,
{CIAA} 2010, Winnipeg, MB, Canada, August 12-15, 2010. Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {6482},
pages = {17--27},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-18098-9\_3},
doi = {10.1007/978-3-642-18098-9\_3},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/wia/AllauzenCM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BaiWGCCM10,
author = {Bing Bai and
Jason Weston and
David Grangier and
Ronan Collobert and
Corinna Cortes and
Mehryar Mohri},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Half Transductive Ranking},
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 = {49--56},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/bai10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BaiWGCCM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CortesMT10,
author = {Corinna Cortes and
Mehryar Mohri and
Ameet Talwalkar},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {On the Impact of Kernel Approximation on Learning Accuracy},
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 = {113--120},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/cortes10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CortesMT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Cortes09,
author = {Corinna Cortes},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Invited talk: Can learning kernels help performance?},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553538},
doi = {10.1145/1553374.1553538},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/Cortes09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiWGCSQCM09,
author = {Bing Bai and
Jason Weston and
David Grangier and
Ronan Collobert and
Kunihiko Sadamasa and
Yanjun Qi and
Corinna Cortes and
Mehryar Mohri},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Polynomial Semantic Indexing},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {64--72},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/7504adad8bb96320eb3afdd4df6e1f60-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaiWGCSQCM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesMR09,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Learning Non-Linear Combinations of Kernels},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {396--404},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/e7f8a7fb0b77bcb3b283af5be021448f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CortesMR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CortesMR09,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {{L2} Regularization for Learning Kernels},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {109--116},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0132\_16d9521907263bf91a07477a87253260.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/CortesMR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0904-0814,
author = {Corinna Cortes and
Mehryar Mohri and
Dmitry Pechyony and
Ashish Rastogi},
title = {Stability Analysis and Learning Bounds for Transductive Regression
Algorithms},
journal = {CoRR},
volume = {abs/0904.0814},
year = {2009},
url = {http://arxiv.org/abs/0904.0814},
eprinttype = {arXiv},
eprint = {0904.0814},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0904-0814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-3309,
author = {Corinna Cortes and
Mehryar Mohri and
Afshin Rostamizadeh},
title = {New Generalization Bounds for Learning Kernels},
journal = {CoRR},
volume = {abs/0912.3309},
year = {2009},
url = {http://arxiv.org/abs/0912.3309},
eprinttype = {arXiv},
eprint = {0912.3309},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-3309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfcs/CortesMRR08,
author = {Corinna Cortes and
Mehryar Mohri and
Ashish Rastogi and
Michael Riley},
title = {On the Computation of the Relative Entropy of Probabilistic Automata},
journal = {Int. J. Found. Comput. Sci.},
volume = {19},
number = {1},
pages = {219--242},
year = {2008},
url = {https://doi.org/10.1142/S0129054108005644},
doi = {10.1142/S0129054108005644},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfcs/CortesMRR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/KontorovichCM08,
author = {Leonid Kontorovich and
Corinna Cortes and
Mehryar Mohri},
title = {Kernel methods for learning languages},
journal = {Theor. Comput. Sci.},
volume = {405},
number = {3},
pages = {223--236},
year = {2008},
url = {https://doi.org/10.1016/j.tcs.2008.06.037},
doi = {10.1016/J.TCS.2008.06.037},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/KontorovichCM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/CortesMRR08,
author = {Corinna Cortes and
Mehryar Mohri and
Michael Riley and
Afshin Rostamizadeh},
editor = {Yoav Freund and
L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi and
Gy{\"{o}}rgy Tur{\'{a}}n and
Thomas Zeugmann},
title = {Sample Selection Bias Correction Theory},
booktitle = {Algorithmic Learning Theory, 19th International Conference, {ALT}
2008, Budapest, Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5254},
pages = {38--53},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87987-9\_8},
doi = {10.1007/978-3-540-87987-9\_8},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/CortesMRR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fsmnlp/CortesM08,
author = {Corinna Cortes and
Mehryar Mohri},
editor = {Jakub Piskorski and
Bruce W. Watson and
Anssi Yli{-}Jyr{\"{a}}},
title = {Learning with Weighted Transducers},
booktitle = {Finite-State Methods and Natural Language Processing, 7th International
Workshop, {FSMNLP} 2008, Ispra, Italy, September 11-12, 2008. Post-proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {19},
pages = {14--22},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-975-2-14},
doi = {10.3233/978-1-58603-975-2-14},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fsmnlp/CortesM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMPR08,
author = {Corinna Cortes and
Mehryar Mohri and
Dmitry Pechyony and
Ashish Rastogi},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Stability of transductive regression algorithms},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {176--183},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390179},
doi = {10.1145/1390156.1390179},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesMPR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0805-2775,
author = {Corinna Cortes and
Mehryar Mohri and
Michael Riley and
Afshin Rostamizadeh},
title = {Sample Selection Bias Correction Theory},
journal = {CoRR},
volume = {abs/0805.2775},
year = {2008},
url = {http://arxiv.org/abs/0805.2775},
eprinttype = {arXiv},
eprint = {0805.2775},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0805-2775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfcs/CortesMR07,
author = {Corinna Cortes and
Mehryar Mohri and
Ashish Rastogi},
title = {L\({}_{\mbox{P}}\) Distance and Equivalence of Probabilistic Automata},
journal = {Int. J. Found. Comput. Sci.},
volume = {18},
number = {4},
pages = {761--779},
year = {2007},
url = {https://doi.org/10.1142/S0129054107004966},
doi = {10.1142/S0129054107004966},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfcs/CortesMR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CortesKM07,
author = {Corinna Cortes and
Leonid Kontorovich and
Mehryar Mohri},
editor = {Nader H. Bshouty and
Claudio Gentile},
title = {Learning Languages with Rational Kernels},
booktitle = {Learning Theory, 20th Annual Conference on Learning Theory, {COLT}
2007, San Diego, CA, USA, June 13-15, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {349--364},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72927-3\_26},
doi = {10.1007/978-3-540-72927-3\_26},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/CortesKM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMR07,
author = {Corinna Cortes and
Mehryar Mohri and
Ashish Rastogi},
editor = {Zoubin Ghahramani},
title = {Magnitude-preserving ranking algorithms},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {169--176},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273518},
doi = {10.1145/1273496.1273518},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesMR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wea/CortesMR07,
author = {Corinna Cortes and
Mehryar Mohri and
Ashish Rastogi},
editor = {Camil Demetrescu},
title = {An Alternative Ranking Problem for Search Engines},
booktitle = {Experimental Algorithms, 6th International Workshop, {WEA} 2007, Rome,
Italy, June 6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4525},
pages = {1--22},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72845-0\_1},
doi = {10.1007/978-3-540-72845-0\_1},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/wea/CortesMR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/KontorovichCM06,
author = {Leonid Kontorovich and
Corinna Cortes and
Mehryar Mohri},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Philip M. Long and
Frank Stephan},
title = {Learning Linearly Separable Languages},
booktitle = {Algorithmic Learning Theory, 17th International Conference, {ALT}
2006, Barcelona, Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4264},
pages = {288--303},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11894841\_24},
doi = {10.1007/11894841\_24},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/KontorovichCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/latin/CortesMRR06,
author = {Corinna Cortes and
Mehryar Mohri and
Ashish Rastogi and
Michael Riley},
editor = {Jos{\'{e}} R. Correa and
Alejandro Hevia and
Marcos A. Kiwi},
title = {Efficient Computation of the Relative Entropy of Probabilistic Automata},
booktitle = {{LATIN} 2006: Theoretical Informatics, 7th Latin American Symposium,
Valdivia, Chile, March 20-24, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3887},
pages = {323--336},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11682462\_32},
doi = {10.1007/11682462\_32},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/latin/CortesMRR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesM06,
author = {Corinna Cortes and
Mehryar Mohri},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {On Transductive Regression},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {305--312},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/639d79cc857a6c76c2723b7e014fccb0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wia/CortesMR06,
author = {Corinna Cortes and
Mehryar Mohri and
Ashish Rastogi},
editor = {Oscar H. Ibarra and
Hsu{-}Chun Yen},
title = {On the Computation of Some Standard Distances Between Probabilistic
Automata},
booktitle = {Implementation and Application of Automata, 11th International Conference,
{CIAA} 2006, Taipei, Taiwan, August 21-23, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4094},
pages = {137--149},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11812128\_14},
doi = {10.1007/11812128\_14},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/wia/CortesMR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CortesM05,
author = {Corinna Cortes and
Mehryar Mohri},
title = {Moment Kernels for Regular Distributions},
journal = {Mach. Learn.},
volume = {60},
number = {1-3},
pages = {117--134},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0919-8},
doi = {10.1007/S10994-005-0919-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CortesM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/RudinCMS05,
author = {Cynthia Rudin and
Corinna Cortes and
Mehryar Mohri and
Robert E. Schapire},
editor = {Peter Auer and
Ron Meir},
title = {Margin-Based Ranking Meets Boosting in the Middle},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
pages = {63--78},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11503415\_5},
doi = {10.1007/11503415\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/RudinCMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMW05,
author = {Corinna Cortes and
Mehryar Mohri and
Jason Weston},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A general regression technique for learning transductions},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {153--160},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102371},
doi = {10.1145/1102351.1102371},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesMW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CortesHM04,
author = {Corinna Cortes and
Patrick Haffner and
Mehryar Mohri},
title = {Rational Kernels: Theory and Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1035--1062},
year = {2004},
url = {http://jmlr.org/papers/volume5/cortes04a/cortes04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CortesHM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toplas/CortesFPRS04,
author = {Corinna Cortes and
Kathleen Fisher and
Daryl Pregibon and
Anne Rogers and
Frederick Smith},
title = {Hancock: {A} language for analyzing transactional data streams},
journal = {{ACM} Trans. Program. Lang. Syst.},
volume = {26},
number = {2},
pages = {301--338},
year = {2004},
url = {https://doi.org/10.1145/973097.973100},
doi = {10.1145/973097.973100},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/toplas/CortesFPRS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesM04,
author = {Corinna Cortes and
Mehryar Mohri},
editor = {Carla E. Brodley},
title = {Distribution kernels based on moments of counts},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015434},
doi = {10.1145/1015330.1015434},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesM04,
author = {Corinna Cortes and
Mehryar Mohri},
title = {Confidence Intervals for the Area Under the {ROC} Curve},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {305--312},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/a7789ef88d599b8df86bbee632b2994d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/CortesHM03,
author = {Corinna Cortes and
Patrick Haffner and
Mehryar Mohri},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {Positive Definite Rational Kernels},
booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference
on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel
2003, Washington, DC, USA, August 24-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2777},
pages = {41--56},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_5},
doi = {10.1007/978-3-540-45167-9\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/CortesHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CortesHM03,
author = {Corinna Cortes and
Patrick Haffner and
Mehryar Mohri},
title = {Lattice kernels for spoken-dialog classification},
booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
pages = {628--631},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICASSP.2003.1198859},
doi = {10.1109/ICASSP.2003.1198859},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CortesHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/CortesHM03,
author = {Corinna Cortes and
Patrick Haffner and
Mehryar Mohri},
title = {Weighted automata kernels - general framework and algorithms},
booktitle = {8th European Conference on Speech Communication and Technology, {EUROSPEECH}
2003 - {INTERSPEECH} 2003, Geneva, Switzerland, September 1-4, 2003},
pages = {989--992},
publisher = {{ISCA}},
year = {2003},
url = {https://doi.org/10.21437/Eurospeech.2003-340},
doi = {10.21437/EUROSPEECH.2003-340},
timestamp = {Thu, 22 Jun 2023 16:42:17 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/CortesHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesM03,
author = {Corinna Cortes and
Mehryar Mohri},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {{AUC} Optimization vs. Error Rate Minimization},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {313--320},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/6ef80bb237adf4b6f77d0700e1255907-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/CortesPV02,
author = {Corinna Cortes and
Daryl Pregibon and
Chris Volinsky},
title = {Communities of interest},
journal = {Intell. Data Anal.},
volume = {6},
number = {3},
pages = {211--219},
year = {2002},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00088},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/CortesPV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesHM02,
author = {Corinna Cortes and
Patrick Haffner and
Mehryar Mohri},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Rational Kernels},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {601--608},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/ddd9dda6bfaf0bb1525a8a27c3ee6131-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesHM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CortesP01,
author = {Corinna Cortes and
Daryl Pregibon},
title = {Signature-Based Methods for Data Streams},
journal = {Data Min. Knowl. Discov.},
volume = {5},
number = {3},
pages = {167--182},
year = {2001},
url = {https://doi.org/10.1023/A:1011464915332},
doi = {10.1023/A:1011464915332},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CortesP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/CortesPV01,
author = {Corinna Cortes and
Daryl Pregibon and
Chris Volinsky},
editor = {Frank Hoffmann and
David J. Hand and
Niall M. Adams and
Douglas H. Fisher and
Gabriela Guimar{\~{a}}es},
title = {Communities of Interest},
booktitle = {Advances in Intelligent Data Analysis, 4th International Conference,
{IDA} 2001, Cascais, Portugal, September 13-15, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2189},
pages = {105--114},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44816-0\_11},
doi = {10.1007/3-540-44816-0\_11},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/CortesPV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/grammars/CortesM00,
author = {Corinna Cortes and
Mehryar Mohri},
title = {Context-Free Recognition with Weighted Automata},
journal = {Grammars},
volume = {3},
number = {2/3},
pages = {133--150},
year = {2000},
url = {https://doi.org/10.1023/A:1009911903208},
doi = {10.1023/A:1009911903208},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/grammars/CortesM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CortesFPR00,
author = {Corinna Cortes and
Kathleen Fisher and
Daryl Pregibon and
Anne Rogers},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Hancock: a language for extracting signatures from data streams},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {9--17},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347094},
doi = {10.1145/347090.347094},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CortesFPR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuMouchelVJCP99,
author = {William DuMouchel and
Chris Volinsky and
Theodore Johnson and
Corinna Cortes and
Daryl Pregibon},
editor = {Usama M. Fayyad and
Surajit Chaudhuri and
David Madigan},
title = {Squashing Flat Files Flatter},
booktitle = {Proceedings of the Fifth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18,
1999},
pages = {6--15},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/312129.312184},
doi = {10.1145/312129.312184},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DuMouchelVJCP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CortesP99,
author = {Corinna Cortes and
Daryl Pregibon},
editor = {Usama M. Fayyad and
Surajit Chaudhuri and
David Madigan},
title = {Information Mining Platforms: An Infrastructure for {KDD} Rapid Deployment},
booktitle = {Proceedings of the Fifth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18,
1999},
pages = {327--331},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/312129.312270},
doi = {10.1145/312129.312270},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CortesP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CortesP98,
author = {Corinna Cortes and
Daryl Pregibon},
editor = {Rakesh Agrawal and
Paul E. Stolorz and
Gregory Piatetsky{-}Shapiro},
title = {Giga-Mining},
booktitle = {Proceedings of the Fourth International Conference on Knowledge Discovery
and Data Mining (KDD-98), New York City, New York, USA, August 27-31,
1998},
pages = {174--178},
publisher = {{AAAI} Press},
year = {1998},
url = {http://www.aaai.org/Library/KDD/1998/kdd98-028.php},
timestamp = {Tue, 07 Nov 2017 16:24:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CortesP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CortesV95,
author = {Corinna Cortes and
Vladimir Vapnik},
title = {Support-Vector Networks},
journal = {Mach. Learn.},
volume = {20},
number = {3},
pages = {273--297},
year = {1995},
url = {https://doi.org/10.1007/BF00994018},
doi = {10.1007/BF00994018},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CortesV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CortesDHV95,
author = {Corinna Cortes and
Harris Drucker and
Dennis Hoover and
Vladimir Vapnik},
editor = {Usama M. Fayyad and
Ramasamy Uthurusamy},
title = {Capacity and Complexity Control in Predicting the Spread Between Borrowing
and Lending Interest Rates},
booktitle = {Proceedings of the First International Conference on Knowledge Discovery
and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
pages = {51--56},
publisher = {{AAAI} Press},
year = {1995},
url = {http://www.aaai.org/Library/KDD/1995/kdd95-006.php},
timestamp = {Wed, 12 Dec 2012 15:08:19 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CortesDHV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CortesJC95,
author = {Corinna Cortes and
Lawrence D. Jackel and
Wan{-}Ping Chiang},
editor = {Usama M. Fayyad and
Ramasamy Uthurusamy},
title = {Limits on Learning Machine Accuracy Imposed by Data Quality},
booktitle = {Proceedings of the First International Conference on Knowledge Discovery
and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
pages = {57--62},
publisher = {{AAAI} Press},
year = {1995},
url = {http://www.aaai.org/Library/KDD/1995/kdd95-007.php},
timestamp = {Wed, 12 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/CortesJC95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DruckerC95,
author = {Harris Drucker and
Corinna Cortes},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Boosting Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {479--485},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1059-boosting-decision-trees},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DruckerC95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DruckerCJLV94,
author = {Harris Drucker and
Corinna Cortes and
Lawrence D. Jackel and
Yann LeCun and
Vladimir Vapnik},
title = {Boosting and Other Ensemble Methods},
journal = {Neural Comput.},
volume = {6},
number = {6},
pages = {1289--1301},
year = {1994},
url = {https://doi.org/10.1162/neco.1994.6.6.1289},
doi = {10.1162/NECO.1994.6.6.1289},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DruckerCJLV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DruckerCJCV94,
author = {Harris Drucker and
Corinna Cortes and
Lawrence D. Jackel and
Yann LeCun and
Vladimir Vapnik},
editor = {William W. Cohen and
Haym Hirsh},
title = {Boosting and Other Machine Learning Algorithms},
booktitle = {Machine Learning, Proceedings of the Eleventh International Conference,
Rutgers University, New Brunswick, NJ, USA, July 10-13, 1994},
pages = {53--61},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://doi.org/10.1016/b978-1-55860-335-6.50015-5},
doi = {10.1016/B978-1-55860-335-6.50015-5},
timestamp = {Mon, 24 Jun 2019 13:56:31 +0200},
biburl = {https://dblp.org/rec/conf/icml/DruckerCJCV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BottouCDDGJLMSS94,
author = {L{\'{e}}on Bottou and
Corinna Cortes and
John S. Denker and
Harris Drucker and
Isabelle Guyon and
Larry D. Jackel and
Yann LeCun and
Urs A. M{\"{u}}ller and
Eduard S{\"{a}}ckinger and
Patrice Y. Simard and
Vladimir Vapnik},
title = {Comparison of classifier methods: a case study in handwritten digit
recognition},
booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference
{B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem,
Israel, 9-13 October, 1994, Volume 2},
pages = {77--82},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICPR.1994.576879},
doi = {10.1109/ICPR.1994.576879},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BottouCDDGJLMSS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesJC94,
author = {Corinna Cortes and
Lawrence D. Jackel and
Wan{-}Ping Chiang},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Limits in Learning Machine Accuracy Imposed by Data Quality},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {239--246},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/918-limits-on-learning-machine-accuracy-imposed-by-data-quality},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesJC94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CortesJSVD93,
author = {Corinna Cortes and
Lawrence D. Jackel and
Sara A. Solla and
Vladimir Vapnik and
John S. Denker},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Learning Curves: Asymptotic Values and Rate of Convergence},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {327--334},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/803-learning-curves-asymptotic-values-and-rate-of-convergence},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesJSVD93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2023-09-27 22:54 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
