BibTeX records: Xiao Wang 0036

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@inproceedings{DBLP:conf/aistats/LeiNPW21,
  author    = {Qi Lei and
               Sai Ganesh Nagarajan and
               Ioannis Panageas and
               Xiao Wang},
  editor    = {Arindam Banerjee and
               Kenji Fukumizu},
  title     = {Last iterate convergence in no-regret learning: constrained min-max
               optimization for convex-concave landscapes},
  booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
               {AISTATS} 2021, April 13-15, 2021, Virtual Event},
  series    = {Proceedings of Machine Learning Research},
  volume    = {130},
  pages     = {1441--1449},
  publisher = {{PMLR}},
  year      = {2021},
  url       = {http://proceedings.mlr.press/v130/lei21a.html},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/aistats/LeiNPW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03974,
  author    = {Georgios Piliouras and
               Xiao Wang},
  title     = {Constants of Motion: The Antidote to Chaos in Optimization and Game
               Dynamics},
  journal   = {CoRR},
  volume    = {abs/2109.03974},
  year      = {2021},
  url       = {https://arxiv.org/abs/2109.03974},
  eprinttype = {arXiv},
  eprint    = {2109.03974},
  timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2109-03974.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChatziafratisNP20,
  author    = {Vaggos Chatziafratis and
               Sai Ganesh Nagarajan and
               Ioannis Panageas and
               Xiao Wang},
  title     = {Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem},
  booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
               Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher = {OpenReview.net},
  year      = {2020},
  url       = {https://openreview.net/forum?id=BJe55gBtvH},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChatziafratisNP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLP20,
  author    = {Xiao Wang and
               Qi Lei and
               Ioannis Panageas},
  editor    = {Hugo Larochelle and
               Marc'Aurelio Ranzato and
               Raia Hadsell and
               Maria{-}Florina Balcan and
               Hsuan{-}Tien Lin},
  title     = {Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet
               Log-Sobolev},
  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/dab10c50dc668cd8560df444ff3a4227-Abstract.html},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/WangLP20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06768,
  author    = {Qi Lei and
               Sai Ganesh Nagarajan and
               Ioannis Panageas and
               Xiao Wang},
  title     = {Last iterate convergence in no-regret learning: constrained min-max
               optimization for convex-concave landscapes},
  journal   = {CoRR},
  volume    = {abs/2002.06768},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.06768},
  eprinttype = {arXiv},
  eprint    = {2002.06768},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-06768.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11323,
  author    = {Ioannis Panageas and
               Stratis Skoulakis and
               Antonios Varvitsiotis and
               Xiao Wang},
  title     = {Convergence to Second-Order Stationarity for Non-negative Matrix Factorization:
               Provably and Concurrently},
  journal   = {CoRR},
  volume    = {abs/2002.11323},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.11323},
  eprinttype = {arXiv},
  eprint    = {2002.11323},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-11323.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05263,
  author    = {Xiao Wang and
               Qi Lei and
               Ioannis Panageas},
  title     = {Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet
               Log-Sobolev},
  journal   = {CoRR},
  volume    = {abs/2010.05263},
  year      = {2020},
  url       = {https://arxiv.org/abs/2010.05263},
  eprinttype = {arXiv},
  eprint    = {2010.05263},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2010-05263.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanageasPW19,
  author    = {Ioannis Panageas and
               Georgios Piliouras and
               Xiao Wang},
  editor    = {Kamalika Chaudhuri and
               Ruslan Salakhutdinov},
  title     = {Multiplicative Weights Updates as a distributed constrained optimization
               algorithm: Convergence to second-order stationary points almost always},
  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     = {4961--4969},
  publisher = {{PMLR}},
  year      = {2019},
  url       = {http://proceedings.mlr.press/v97/panageas19a.html},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/PanageasPW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PanageasPW19,
  author    = {Ioannis Panageas and
               Georgios Piliouras and
               Xiao Wang},
  editor    = {Hanna M. Wallach and
               Hugo Larochelle and
               Alina Beygelzimer and
               Florence d'Alch{\'{e}}{-}Buc and
               Emily B. Fox and
               Roman Garnett},
  title     = {First-order methods almost always avoid saddle points: The case of
               vanishing step-sizes},
  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     = {6471--6480},
  year      = {2019},
  url       = {https://proceedings.neurips.cc/paper/2019/hash/3fb04953d95a94367bb133f862402bce-Abstract.html},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/nips/PanageasPW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04378,
  author    = {Vaggos Chatziafratis and
               Sai Ganesh Nagarajan and
               Ioannis Panageas and
               Xiao Wang},
  title     = {Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem},
  journal   = {CoRR},
  volume    = {abs/1912.04378},
  year      = {2019},
  url       = {http://arxiv.org/abs/1912.04378},
  eprinttype = {arXiv},
  eprint    = {1912.04378},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1912-04378.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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