Will Wei Sun
Will Wei Sun
Assistant Professor, Krannert School of Management, Purdue University
Verified email at purdue.edu - Homepage
TitleCited byYear
Regularized k-means clustering of high-dimensional data and its asymptotic consistency
W Sun, J Wang, Y Fang
Electronic Journal of Statistics 6, 148-167, 2012
892012
Consistent selection of tuning parameters via variable selection stability
W Sun, J Wang, Y Fang
Journal of Machine Learning Research 14, 3419-3440, 2013
632013
Provable sparse tensor decomposition
WW Sun, J Lu, H Liu, G Cheng
Journal of the Royal Statistical Society: Series B, 2016
462016
Causal inference via sparse additive models with application to online advertising
W Sun, P Wang, D Yin, J Yang, Y Chang
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
202015
Robust tree-based causal inference for complex ad effectiveness analysis
P Wang, W Sun, D Yin, J Yang, Y Chang
Proceedings of the Eighth ACM International Conference on Web Search and …, 2015
202015
Sparse convex clustering
B Wang, Y Zhang, WW Sun, Y Fang
Journal of Computational and Graphical Statistics 27 (2), 393-403, 2018
142018
Non-convex Statistical Optimization for Sparse Tensor Graphical Model
W Sun, Z Wang, H Liu, G Cheng
Advances in Neural Information Processing Systems, 2015
132015
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
WW Sun, L Li
Journal of Machine Learning Research, 2017
12*2017
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
B Hao, WW Sun, Y Liu, G Cheng
Journal of Machine Learning Research, 2018
112018
Stabilized Nearest Neighbor Classifier and Its Statistical Properties
W Sun, X Qiao, G Cheng
Journal of the American Statistical Association, 2015
72015
Provable convex co-clustering of tensors
EC Chi, BR Gaines, WW Sun, H Zhou, J Yang
arXiv preprint arXiv:1803.06518, 2018
62018
Dynamic Tensor Clustering
WW Sun, L Li
Journal of the American Statistical Association, 2018
42018
Mixed-effect time-varying network model and application in brain connectivity analysis
J Zhang, WW Sun, L Li
Journal of the American Statistical Association, 1-26, 2019
22019
Sparse Tensor Additive Regression
B Hao, B Wang, P Wang, J Zhang, J Yang, WW Sun
arXiv preprint arXiv:1904.00479, 2019
22019
Network Response Regression for Modeling Population of Networks with Covariates
J Zhang, WW Sun, L Li
arXiv preprint arXiv:1810.03192, 2018
12018
Tensor Graphical Model: Non-convex Optimization and Statistical Inference
X Lyu, WW Sun, Z Wang, H Liu, J Yang, G Cheng
IEEE transactions on pattern analysis and machine intelligence, 2019
2019
Sketching method for large scale combinatorial inference
W Sun, J Lu, H Liu
Advances in Neural Information Processing Systems, 10598-10607, 2018
2018
Stability Enhanced Large-Margin Classifier Selection
WW Sun, G Cheng, Y Liu
Statistica Sinica, 2017
2017
Simultaneous clustering and estimation of heterogeneous graphical models
WW Sun, B Hao, Y Liu, G Cheng
stat 1050, 28, 2016
2016
Tlasso: Non-Convex Optimization and Statistical Inference for Sparse...
WW Sun, Z Wang, X Lyu, H Liu, G Cheng
2016
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