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
1112012
Provable sparse tensor decomposition
WW Sun, J Lu, H Liu, G Cheng
Journal of the Royal Statistical Society: Series B, 2016
772016
Consistent selection of tuning parameters via variable selection stability
W Sun, J Wang, Y Fang
Journal of Machine Learning Research 14, 3419-3440, 2013
752013
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
WW Sun, L Li
Journal of Machine Learning Research, 2017
442017
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
B Hao, WW Sun, Y Liu, G Cheng
Journal of Machine Learning Research, 2018
342018
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
342015
Sparse convex clustering
B Wang, Y Zhang, WW Sun, Y Fang
Journal of Computational and Graphical Statistics 27 (2), 393-403, 2018
322018
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
302015
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
222020
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
21*2019
Dynamic Tensor Clustering
WW Sun, L Li
Journal of the American Statistical Association, 2018
192018
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
arXiv preprint arXiv:1904.00479, 2019
72019
Mixed-effect time-varying network model and application in brain connectivity analysis
J Zhang, WW Sun, L Li
Journal of the American Statistical Association 115 (532), 2022-2036, 2020
42020
Network response regression for modeling population of networks with covariates
J Zhang, WW Sun, L Li
arXiv preprint arXiv:1810.03192, 2018
42018
Partially Observed Dynamic Tensor Response Regression
J Zhou, WW Sun, J Zhang, L Li
arXiv preprint arXiv:2002.09735, 2020
22020
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
Online Regularization for High-Dimensional Dynamic Pricing Algorithms
CH Wang, Z Wang, WW Sun, G Cheng
arXiv preprint arXiv:2007.02470, 2020
2020
Sketching method for large scale combinatorial inference
WW Sun, J Lu, H Liu
Proceedings of the 32nd International Conference on Neural Information …, 2018
2018
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