BibTeX records: Kean Ming Tan

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@article{DBLP:journals/jmlr/TanBZ22,
  author       = {Kean Ming Tan and
                  Heather Battey and
                  Wen{-}Xin Zhou},
  title        = {Communication-Constrained Distributed Quantile Regression with Optimal
                  Statistical Guarantees},
  journal      = {J. Mach. Learn. Res.},
  volume       = {23},
  pages        = {272:1--272:61},
  year         = {2022},
  url          = {http://jmlr.org/papers/v23/21-1269.html},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TanBZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/ZhouDTT21,
  author       = {Jiaying Zhou and
                  Jie Ding and
                  Kean Ming Tan and
                  Vahid Tarokh},
  title        = {Model Linkage Selection for Cooperative Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {22},
  pages        = {256:1--256:44},
  year         = {2021},
  url          = {http://jmlr.org/papers/v22/20-1078.html},
  timestamp    = {Mon, 31 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhouDTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/TanL0019,
  author       = {Kean Ming Tan and
                  Junwei Lu and
                  Tong Zhang and
                  Han Liu},
  title        = {Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing
                  Spline Regression and Graphical Models},
  journal      = {J. Mach. Learn. Res.},
  volume       = {20},
  pages        = {119:1--119:38},
  year         = {2019},
  url          = {http://jmlr.org/papers/v20/17-525.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TanL0019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/SunTLZ18,
  author       = {Qiang Sun and
                  Kean Ming Tan and
                  Han Liu and
                  Tong Zhang},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Graphical Nonconvex Optimization via an Adaptive Convex Relaxation},
  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        = {4817--4824},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/sun18c.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:30 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SunTLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1809-06024,
  author       = {Kean Ming Tan and
                  Zhaoran Wang and
                  Tong Zhang and
                  Han Liu and
                  R. Dennis Cook},
  title        = {A convex formulation for high-dimensional sparse sliced inverse regression},
  journal      = {CoRR},
  volume       = {abs/1809.06024},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.06024},
  eprinttype    = {arXiv},
  eprint       = {1809.06024},
  timestamp    = {Wed, 27 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-06024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1810-07913,
  author       = {Kean Ming Tan and
                  Qiang Sun and
                  Daniela M. Witten},
  title        = {Distributionally Robust Reduced Rank Regression and Principal Component
                  Analysis in High Dimensions},
  journal      = {CoRR},
  volume       = {abs/1810.07913},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.07913},
  eprinttype    = {arXiv},
  eprint       = {1810.07913},
  timestamp    = {Thu, 01 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-07913.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/csda/TanWS15,
  author       = {Kean Ming Tan and
                  Daniela M. Witten and
                  Ali Shojaie},
  title        = {The cluster graphical lasso for improved estimation of Gaussian graphical
                  models},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {85},
  pages        = {23--36},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.csda.2014.11.015},
  doi          = {10.1016/J.CSDA.2014.11.015},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csda/TanWS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/TanLMLFW14,
  author       = {Kean Ming Tan and
                  Palma London and
                  Karthik Mohan and
                  Su{-}In Lee and
                  Maryam Fazel and
                  Daniela M. Witten},
  title        = {Learning graphical models with hubs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {15},
  number       = {1},
  pages        = {3297--3331},
  year         = {2014},
  url          = {https://dl.acm.org/doi/10.5555/2627435.2697070},
  doi          = {10.5555/2627435.2697070},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/TanLMLFW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}