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ORCIDBibTeX records: Vitaly Kuznetsov
@article{DBLP:journals/amai/KuznetsovM20,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
title = {Discrepancy-Based Theory and Algorithms for Forecasting Non-Stationary
Time Series},
journal = {Ann. Math. Artif. Intell.},
volume = {88},
number = {4},
pages = {367--399},
year = {2020},
url = {https://doi.org/10.1007/s10472-019-09683-1},
doi = {10.1007/S10472-019-09683-1},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amai/KuznetsovM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MarietK19,
author = {Zelda Mariet and
Vitaly Kuznetsov},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Foundations of Sequence-to-Sequence Modeling for Time Series},
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 = {408--417},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/mariet19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MarietK19.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}
}
@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}
}
@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-1803-05814,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
title = {Theory and Algorithms for Forecasting Time Series},
journal = {CoRR},
volume = {abs/1803.05814},
year = {2018},
url = {http://arxiv.org/abs/1803.05814},
eprinttype = {arXiv},
eprint = {1803.05814},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05814.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}
}
@article{DBLP:journals/corr/abs-1805-03714,
author = {Vitaly Kuznetsov and
Zelda Mariet},
title = {Foundations of Sequence-to-Sequence Modeling for Time Series},
journal = {CoRR},
volume = {abs/1805.03714},
year = {2018},
url = {http://arxiv.org/abs/1805.03714},
eprinttype = {arXiv},
eprint = {1805.03714},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KuznetsovM17,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
title = {Generalization bounds for non-stationary mixing processes},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {93--117},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5588-2},
doi = {10.1007/S10994-016-5588-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KuznetsovM17.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}
}
@inproceedings{DBLP:conf/nips/KuznetsovM17,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
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 = {Discriminative State Space Models},
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 = {5671--5679},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/6fe131632103526e3a6e8114c78eb1e1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/KuznetsovM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2016tsw,
editor = {Oren Anava and
Azadeh Khaleghi and
Marco Cuturi and
Vitaly Kuznetsov and
Alexander Rakhlin},
title = {Proceedings of the {NIPS} 2016 Time Series Workshop, co-located with
the 30th Annual Conference on Neural Information Processing Systems
{(NIPS} 2016), Barcelona, Spain, December 9, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {55},
publisher = {JMLR.org},
year = {2017},
url = {http://proceedings.mlr.press/v55/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2016tsw.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KuznetsovM16,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {Time series prediction and online learning},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {1190--1213},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/kuznetsov16.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/colt/KuznetsovM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/KuznetsovLMRR16,
author = {Vitaly Kuznetsov and
Hank Liao and
Mehryar Mohri and
Michael Riley and
Brian Roark},
editor = {Nelson Morgan},
title = {Learning N-Gram Language Models from Uncertain Data},
booktitle = {Interspeech 2016, 17th Annual Conference of the International Speech
Communication Association, San Francisco, CA, USA, September 8-12,
2016},
pages = {2323--2327},
publisher = {{ISCA}},
year = {2016},
url = {https://doi.org/10.21437/Interspeech.2016-1093},
doi = {10.21437/INTERSPEECH.2016-1093},
timestamp = {Mon, 26 Jun 2023 16:43:56 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/KuznetsovLMRR16.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 = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CortesKMY16.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/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}
}
@inproceedings{DBLP:conf/nips/KuznetsovM15,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Learning Theory and Algorithms for Forecasting Non-stationary Time
Series},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {541--549},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/41f1f19176d383480afa65d325c06ed0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KuznetsovM15.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/combinatorics/IsgurKRT14,
author = {Abraham Isgur and
Vitaly Kuznetsov and
Mustazee Rahman and
Stephen M. Tanny},
title = {Nested Recursions, Simultaneous Parameters and Tree Superpositions},
journal = {Electron. J. Comb.},
volume = {21},
number = {1},
pages = {1},
year = {2014},
url = {https://doi.org/10.37236/3053},
doi = {10.37236/3053},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/combinatorics/IsgurKRT14.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/alt/KuznetsovM14,
author = {Vitaly Kuznetsov and
Mehryar Mohri},
editor = {Peter Auer and
Alexander Clark and
Thomas Zeugmann and
Sandra Zilles},
title = {Generalization Bounds for Time Series Prediction with Non-stationary
Processes},
booktitle = {Algorithmic Learning Theory - 25th International Conference, {ALT}
2014, Bled, Slovenia, October 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8776},
pages = {260--274},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11662-4\_19},
doi = {10.1007/978-3-319-11662-4\_19},
timestamp = {Sun, 25 Oct 2020 22:46:29 +0100},
biburl = {https://dblp.org/rec/conf/alt/KuznetsovM14.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/nips/KuznetsovMS14,
author = {Vitaly Kuznetsov and
Mehryar Mohri and
Umar Syed},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Multi-Class Deep Boosting},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2501--2509},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/7bb060764a818184ebb1cc0d43d382aa-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KuznetsovMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-5055,
author = {Abraham Isgur and
Vitaly Kuznetsov and
Mustazee Rahman and
Stephen M. Tanny},
title = {Nested Recursions, Simultaneous Parameters and Tree Superpositions},
journal = {CoRR},
volume = {abs/1301.5055},
year = {2013},
url = {http://arxiv.org/abs/1301.5055},
eprinttype = {arXiv},
eprint = {1301.5055},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-5055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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