Will Wei Sun
Will Wei Sun
Assistant Professor, Krannert School of Management, Purdue University
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
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
1162012
Provable sparse tensor decomposition
WW Sun, J Lu, H Liu, G Cheng
Journal of the Royal Statistical Society: Series B, 2016
832016
Consistent selection of tuning parameters via variable selection stability
W Sun, J Wang, Y Fang
Journal of Machine Learning Research 14, 3419-3440, 2013
762013
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
WW Sun, L Li
Journal of Machine Learning Research, 2017
472017
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
B Hao, WW Sun, Y Liu, G Cheng
Journal of Machine Learning Research, 2018
372018
Sparse convex clustering
B Wang, Y Zhang, WW Sun, Y Fang
Journal of Computational and Graphical Statistics 27 (2), 393-403, 2018
362018
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
352015
Causal inference via sparse additive models with application to online advertising
W Sun, P Wang, D Yin, J Yang, Y Chang
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
312015
Provable convex co-clustering of tensors
EC Chi, BR Gaines, WW Sun, H Zhou, J Yang
Journal of Machine Learning Research 21 (214), 1-58, 2020
242020
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 42 (8), 2024-2037, 2019
22*2019
Dynamic Tensor Clustering
WW Sun, L Li
Journal of the American Statistical Association, 2018
212018
Stabilized Nearest Neighbor Classifier and Its Statistical Properties
W Sun, X Qiao, G Cheng
Journal of the American Statistical Association, 2015
152015
Sparse Tensor Additive Regression
B Hao, B Wang, P Wang, J Zhang, J Yang, WW Sun
Journal of Machine Learning Research 22 (64), 1-43, 2021
92021
Network response regression for modeling population of networks with covariates
J Zhang, WW Sun, L Li
arXiv preprint arXiv:1810.03192, 2018
52018
Mixed-effect time-varying network model and application in brain connectivity analysis
J Zhang, WW Sun, L Li
Journal of the American Statistical Association, 1-15, 2019
42019
Partially Observed Dynamic Tensor Response Regression
J Zhou, WW Sun, J Zhang, L Li
arXiv preprint arXiv:2002.09735, 2020
32020
Low-rank Tensor Bandits
B Hao, J Zhou, Z Wen, WW Sun
arXiv preprint arXiv:2007.15788, 2020
12020
Stability Enhanced Large-Margin Classifier Selection
WW Sun, G Cheng, Y Liu
Statistica Sinica, 2017
12017
Heterogeneous Tensor Mixture Models in High Dimensions
B Cai, J Zhang, WW Sun
arXiv preprint arXiv:2104.07773, 2021
2021
Covariate-assisted Sparse Tensor Completion
HS Ibriga, WW Sun
arXiv preprint arXiv:2103.06428, 2021
2021
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