Will Wei Sun
Assistant Professor, Management Science
Kosar Epstein 404
- Machine learning
- Big data
- Large-scale convex/non-convex optimization
- Online advertising
- Neuroimaging analysis
Will Wei Sun, Junwei Lu, Han Liu, and Guang Cheng (2017), 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.
- Ph.D., Statistics, Purdue University, 2015
- M.S., Statistics, University of Illinois at Chicago, 2011
- B.S., Statistics, Nankai University, 2009