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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
1322012
Provable sparse tensor decomposition
WW Sun, J Lu, H Liu, G Cheng
Journal of the Royal Statistical Society: Series B, 2016
1202016
Consistent selection of tuning parameters via variable selection stability
W Sun, J Wang, Y Fang
Journal of Machine Learning Research 14, 3419-3440, 2013
892013
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
WW Sun, L Li
Journal of Machine Learning Research, 2017
802017
Dynamic Tensor Clustering
WW Sun, L Li
Journal of the American Statistical Association, 2018
532018
Sparse convex clustering
B Wang, Y Zhang, WW Sun, Y Fang
Journal of Computational and Graphical Statistics 27 (2), 393-403, 2018
512018
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
B Hao, WW Sun, Y Liu, G Cheng
Journal of Machine Learning Research, 2018
502018
Provable convex co-clustering of tensors
EC Chi, BR Gaines, WW Sun, H Zhou, J Yang
The Journal of Machine Learning Research 21 (1), 8792-8849, 2020
482020
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
422015
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
402015
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
37*2019
Stabilized Nearest Neighbor Classifier and Its Statistical Properties
W Sun, X Qiao, G Cheng
Journal of the American Statistical Association, 2015
162015
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
152020
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies
J Zhang, WW Sun, L Li
Journal of Computational and Graphical Statistics, 1-30, 2022
13*2022
Sparse tensor additive regression
B Hao, B Wang, P Wang, J Zhang, J Yang, WW Sun
Journal of machine learning research 22, 2021
132021
Partially observed dynamic tensor response regression
J Zhou, WW Sun, J Zhang, L Li
Journal of the American Statistical Association, 1-16, 2021
82021
Online Regularization for High-Dimensional Dynamic Pricing Algorithms
CH Wang, Z Wang, WW Sun, G Cheng
arXiv preprint arXiv:2007.02470, 2022
62022
Stochastic Low-rank Tensor Bandits for Multi-dimensional Online Decision Making
J Zhou, B Hao, Z Wen, J Zhang, WW Sun
arXiv e-prints, arXiv: 2007.15788, 2022
4*2022
Distribution-free contextual dynamic pricing
Y Luo, WW Sun, Y Liu
arXiv preprint arXiv:2109.07340, 2021
42021
Online bootstrap inference for policy evaluation in reinforcement learning
P Ramprasad, Y Li, Z Yang, Z Wang, WW Sun, G Cheng
Journal of the American Statistical Association, 1-14, 2022
32022
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