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Will Wei Sun
Will Wei Sun
Associate Professor, Daniels School of Business, Purdue University
Verifisert e-postadresse på purdue.edu - Startside
Tittel
Sitert av
Sitert av
År
Provable sparse tensor decomposition
WW Sun, J Lu, H Liu, G Cheng
Journal of the Royal Statistical Society: Series B, 2016
1522016
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
1472012
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
WW Sun, L Li
Journal of Machine Learning Research, 2017
1182017
Consistent selection of tuning parameters via variable selection stability
W Sun, J Wang, Y Fang
Journal of Machine Learning Research 14, 3419-3440, 2013
1032013
Dynamic Tensor Clustering
WW Sun, L Li
Journal of the American Statistical Association, 2018
782018
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
B Hao, WW Sun, Y Liu, G Cheng
Journal of Machine Learning Research, 2018
742018
Provable convex co-clustering of tensors
EC Chi, BJ Gaines, WW Sun, H Zhou, J Yang
Journal of Machine Learning Research 21 (214), 1-58, 2020
672020
Sparse convex clustering
B Wang, Y Zhang, WW Sun, Y Fang
Journal of Computational and Graphical Statistics 27 (2), 393-403, 2018
672018
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
622015
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
57*2019
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
532015
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
352020
Generalized connectivity matrix response regression with applications in brain connectivity studies
J Zhang, WW Sun, L Li
Journal of Computational and Graphical Statistics 32 (1), 252-262, 2023
34*2023
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 118 (544), 2901-2914, 2023
302023
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
292021
Partially observed dynamic tensor response regression
J Zhou, WW Sun, J Zhang, L Li
Journal of the American Statistical Association 118 (541), 424-439, 2023
282023
Distribution-free contextual dynamic pricing
Y Luo, WW Sun, Y Liu
Mathematics of Operations Research, 2023
262023
Stabilized Nearest Neighbor Classifier and Its Statistical Properties
W Sun, X Qiao, G Cheng
Journal of the American Statistical Association, 2015
202015
Online Regularization towards Always-Valid High-Dimensional Dynamic Pricing
CH Wang, Z Wang, WW Sun, G Cheng
Journal of the American Statistical Association, 2023
18*2023
Stochastic Low-rank Tensor Bandits for Multi-dimensional Online Decision Making
J Zhou, B Hao, Z Wen, J Zhang, WW Sun
Journal of the American Statistical Association, 2024
13*2024
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Artikler 1–20