Statistical Machine Learning Lab

Princeton University

Principal Investigator

      Han Liu, Assistant Professor

      Department of Operations Research and Financial Engineering

      Sherred Hall 224

      Princeton University

      Princeton, New Jersy 08544

      Email: hanliu@princeton.edu

      Phone: (609) 258-1788

     

Biosketch: Han Liu received Joint PhD in Machine Learning and Statistics in 2011 at Carnegie Mellon University. His thesis advisors are John Lafferty and Larry Wasserman. His research interests include Statistics, Machine Learning, Optimization, Probability. He is serving as an Associate Editor of the Electronic Journal of Statistics.

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Honors

  • 2013- Notable Paper Award in the 16th AISTATS.
  • 2013- Simons-Berkeley Research Fellowship.
  • 2012- Teaching Excellence Award from Johns Hopkins Univ.
  • 2012- ASA David P. Byar Young Investigator Travel Award
  • 2011- ADHD-200 Global Competition Championship
  • 2011- Umesh Gavasakar Memorial Best Dissertation Award
  • 2010- J. Tinsley Oden Faculty Fellowship from UT-Asutin
  • 2010- ASA Best Student Paper Award in Stats Computing
  • 2009- ICML Best Overall Paper Award Honorable Mention
  • 2009- Winner of the ICML Best Student Paper Award
  • 2009- AISTATS Best Paper Award Nomination
  • 2009- Google PHD Fellowship in Statistics
  • 2008- NSF Fellowship for High Dimensional Workshop

  • Student Members

    Fang Han

    Ph.D. Candidate, Johns Hopkins Biostatistics.

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    Yan Li

    Ph.D. Candidate, Princeton ORFE.

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    Junwei Lu

    Ph.D. Candidate, Princeton ORFE.

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    Cheng Tai

    Ph.D. Candidate, Princeton Applied Math.

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    Zhaoran Wang

    Ph.D. Candidate, Princeton Electrical Engineering.

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    Tuo Zhao

    Ph.D. Candidate, Johns Hopkins Computer Science.

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    Li Chen

    Now at Emory University Computer Science.

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    Cheng ran (Lisa) Huang

    Now at Johns Hopkins Molecular Biology and Genetics.

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    Yang Ning

    Now at University of Waterloo Statistics.

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    Reading Group

    We have biweekly reading group. The topics of this semeser include optimization in infinite dimensional space, homotopy algorithm, stochastic convex optimization, random matrix theory, and CUDA for GPU programming.

    Get In Touch

    Department of Operations Research and Financial Engineering
    Sherred Hall 224
    Princeton University, NJ 08544
    Phone: +609 258 1788
    Email: hanliu@princeton.edu