Wei  Sun

Wei Sun

Assistant Professor, Management Science

Research Interests

Machine learning; big data; large-scale convex/non-convex optimization; online advertising; and neuroimaging analysis

Featured Publications

  • Will Wei Sun, Junwei Lu, Han Liu, and Guang Cheng (2016), Provable Sparse Tensor Decomposition, Journal of the Royal Statistical Society: Series B, To Appear.

    Will Wei Sun, Xingye Qiao, and Guang Cheng (2016), Stabilized Nearest Neighbor Classifier and Its Statistical Properties, Journal of the American Statistical Association, 111, 1254-1265.

    Wei Sun, Junhui Wang, and Yixin Fang (2013), Consistent Selection of Tuning Parameters via Variable Selection Stability, Journal of Machine Learning Research, 13, 3419-3440.

    Wei Sun, Junhui Wang, and Yixin Fang (2012), Regularized K-means Clustering of High-dimensional Data and Its Asymptotic Consistency, Electronic Journal of Statistics, 6, 148-167.

Degrees

  • Ph.D., Statistics, Purdue University, 2015
  • M.S., Statistics, University of Illinois at Chicago, 2011
  • B.S., Statistics, Nankai University, 2009
Wei  Sun

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