BibTeX records: Mark Kozdoba

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
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@inproceedings{DBLP:conf/icml/KozdobaPM24,
  author       = {Mark Kozdoba and
                  Binyamin Perets and
                  Shie Mannor},
  title        = {Sobolev Space Regularised Pre Density Models},
  booktitle    = {Forty-first International Conference on Machine Learning, {ICML} 2024,
                  Vienna, Austria, July 21-27, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=PMASooqgoq},
  timestamp    = {Mon, 02 Sep 2024 16:45:29 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KozdobaPM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/PeretsKM23,
  author       = {Binyamin Perets and
                  Mark Kozdoba and
                  Shie Mannor},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Learning Hidden Markov Models When the Locations of Missing Observations
                  are Unknown},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {27642--27667},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/perets23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/PeretsKM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2307-13763,
  author       = {Mark Kozdoba and
                  Binyamin Perets and
                  Shie Mannor},
  title        = {Implicitly Normalized Explicitly Regularized Density Estimation},
  journal      = {CoRR},
  volume       = {abs/2307.13763},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.13763},
  doi          = {10.48550/ARXIV.2307.13763},
  eprinttype    = {arXiv},
  eprint       = {2307.13763},
  timestamp    = {Tue, 01 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-13763.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/KozdobaMMC22,
  author       = {Mark Kozdoba and
                  Edward Moroshko and
                  Shie Mannor and
                  Yacov Crammer},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Finite Sample Analysis Of Dynamic Regression Parameter Learning},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/9a0c3a83cadca7c5a7355074ae5a7569-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/KozdobaMMC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2203-06527,
  author       = {Binyamin Perets and
                  Mark Kozdoba and
                  Shie Mannor},
  title        = {Whats Missing? Learning Hidden Markov Models When the Locations of
                  Missing Observations are Unknown},
  journal      = {CoRR},
  volume       = {abs/2203.06527},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.06527},
  doi          = {10.48550/ARXIV.2203.06527},
  eprinttype    = {arXiv},
  eprint       = {2203.06527},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-06527.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2102-03802,
  author       = {Mark Kozdoba and
                  Shie Mannor},
  title        = {Dimension Free Generalization Bounds for Non Linear Metric Learning},
  journal      = {CoRR},
  volume       = {abs/2102.03802},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.03802},
  eprinttype    = {arXiv},
  eprint       = {2102.03802},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-03802.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/FisherKM20,
  author       = {Dan Fisher and
                  Mark Kozdoba and
                  Shie Mannor},
  title        = {Topic Modeling via Full Dependence Mixtures},
  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        = {3188--3198},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/fisher20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/FisherKM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/KozdobaMTM19,
  author       = {Mark Kozdoba and
                  Jakub Marecek and
                  Tigran T. Tchrakian and
                  Shie Mannor},
  title        = {On-Line Learning of Linear Dynamical Systems: Exponential Forgetting
                  in Kalman Filters},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {4098--4105},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33014098},
  doi          = {10.1609/AAAI.V33I01.33014098},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KozdobaMTM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-05591,
  author       = {Mark Kozdoba and
                  Edward Moroshko and
                  Shie Mannor and
                  Koby Crammer},
  title        = {Variance Estimation For Online Regression via Spectrum Thresholding},
  journal      = {CoRR},
  volume       = {abs/1906.05591},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.05591},
  eprinttype    = {arXiv},
  eprint       = {1906.05591},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-05591.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-06181,
  author       = {Dan Fisher and
                  Mark Kozdoba and
                  Shie Mannor},
  title        = {Topic Modeling via Full Dependence Mixtures},
  journal      = {CoRR},
  volume       = {abs/1906.06181},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.06181},
  eprinttype    = {arXiv},
  eprint       = {1906.06181},
  timestamp    = {Mon, 24 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-06181.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tit/KozdobaM18,
  author       = {Mark Kozdoba and
                  Shie Mannor},
  title        = {Source Estimation in Time Series and the Surprising Resilience of
                  HMMs},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {64},
  number       = {8},
  pages        = {5555--5569},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIT.2018.2832050},
  doi          = {10.1109/TIT.2018.2832050},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/KozdobaM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1804-03958,
  author       = {Mark Kozdoba and
                  Shie Mannor},
  title        = {Interdependent Gibbs Samplers},
  journal      = {CoRR},
  volume       = {abs/1804.03958},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.03958},
  eprinttype    = {arXiv},
  eprint       = {1804.03958},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-03958.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1809-05870,
  author       = {Mark Kozdoba and
                  Jakub Marecek and
                  Tigran T. Tchrakian and
                  Shie Mannor},
  title        = {On-Line Learning of Linear Dynamical Systems: Exponential Forgetting
                  in Kalman Filters},
  journal      = {CoRR},
  volume       = {abs/1809.05870},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.05870},
  eprinttype    = {arXiv},
  eprint       = {1809.05870},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-05870.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1812-07010,
  author       = {Mark Kozdoba and
                  Edward Moroshko and
                  Lior Shani and
                  Takuya Takagi and
                  Takashi Katoh and
                  Shie Mannor and
                  Koby Crammer},
  title        = {Multi Instance Learning For Unbalanced Data},
  journal      = {CoRR},
  volume       = {abs/1812.07010},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.07010},
  eprinttype    = {arXiv},
  eprint       = {1812.07010},
  timestamp    = {Tue, 01 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-07010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KozdobaM16,
  author       = {Mark Kozdoba and
                  Shie Mannor},
  title        = {Clustering Time Series and the Surprising Robustness of HMMs},
  journal      = {CoRR},
  volume       = {abs/1605.02531},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.02531},
  eprinttype    = {arXiv},
  eprint       = {1605.02531},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KozdobaM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/HochbergFKMTY16,
  author       = {Irit Hochberg and
                  Guy Feraru and
                  Mark Kozdoba and
                  Shie Mannor and
                  Moshe Tennenholtz and
                  Elad Yom{-}Tov},
  title        = {A Reinforcement Learning System to Encourage Physical Activity in
                  Diabetes Patients},
  journal      = {CoRR},
  volume       = {abs/1605.04070},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.04070},
  eprinttype    = {arXiv},
  eprint       = {1605.04070},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HochbergFKMTY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/KozdobaM15,
  author       = {Mark Kozdoba and
                  Shie Mannor},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Community Detection via Measure Space Embedding},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {2890--2898},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/973a5f0ccbc4ee3524ccf035d35b284b-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/KozdobaM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KozdobaM15,
  author       = {Mark Kozdoba and
                  Shie Mannor},
  title        = {Overlapping Communities Detection via Measure Space Embedding},
  journal      = {CoRR},
  volume       = {abs/1504.06796},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.06796},
  eprinttype    = {arXiv},
  eprint       = {1504.06796},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KozdobaM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KozdobaM15a,
  author       = {Mark Kozdoba and
                  Shie Mannor},
  title        = {Overlapping Community Detection by Online Cluster Aggregation},
  journal      = {CoRR},
  volume       = {abs/1504.06798},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.06798},
  eprinttype    = {arXiv},
  eprint       = {1504.06798},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KozdobaM15a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jocg/Kozdoba14,
  author       = {Mark Kozdoba},
  title        = {On projections of metric spaces},
  journal      = {J. Comput. Geom.},
  volume       = {5},
  number       = {1},
  pages        = {275--283},
  year         = {2014},
  url          = {https://doi.org/10.20382/jocg.v5i1a13},
  doi          = {10.20382/JOCG.V5I1A13},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jocg/Kozdoba14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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