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Faculty and Staff

Will  Wei Sun

Will Wei Sun

Assistant Professor, Management Science

(305) 284-9562
Kosar Epstein 404
wsun@bus.miami.edu


Research Interests

  • Machine learning
  • Big data
  • Large-scale convex/non-convex optimization
  • Online advertising
  • Neuroimaging analysis

Selected 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

    School of Business Administration
    P.O. Box 248027, Coral Gables, Florida 33124-6520
 
 
TEL: 305-284-4643
FAX: 305-284-6526
 
GRADUATE: 305-284-2510
UNDERGRADUATE: 305-284-4641