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Will Wei Sun
Will Wei Sun
Assistant Professor, Krannert School of Management, Purdue University
在 purdue.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
1342012
Provable sparse tensor decomposition
WW Sun, J Lu, H Liu, G Cheng
Journal of the Royal Statistical Society: Series B, 2016
1262016
Consistent selection of tuning parameters via variable selection stability
W Sun, J Wang, Y Fang
Journal of Machine Learning Research 14, 3419-3440, 2013
962013
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
WW Sun, L Li
Journal of Machine Learning Research, 2017
912017
Dynamic Tensor Clustering
WW Sun, L Li
Journal of the American Statistical Association, 2018
602018
Sparse convex clustering
B Wang, Y Zhang, WW Sun, Y Fang
Journal of Computational and Graphical Statistics 27 (2), 393-403, 2018
582018
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
B Hao, WW Sun, Y Liu, G Cheng
Journal of Machine Learning Research, 2018
572018
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
542020
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
46*2019
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
442015
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
432015
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
21*2023
Sparse tensor additive regression
B Hao, B Wang, P Wang, J Zhang, J Yang, WW Sun
The Journal of Machine Learning Research 22 (1), 2989-3031, 2021
202021
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
192020
Stabilized Nearest Neighbor Classifier and Its Statistical Properties
W Sun, X Qiao, G Cheng
Journal of the American Statistical Association, 2015
162015
Partially observed dynamic tensor response regression
J Zhou, WW Sun, J Zhang, L Li
Journal of the American Statistical Association, 1-16, 2021
142021
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
112022
Distribution-free contextual dynamic pricing
Y Luo, WW Sun, Y Liu
arXiv preprint arXiv:2109.07340, 2021
112021
Online Regularization for High-Dimensional Dynamic Pricing Algorithms
CH Wang, Z Wang, WW Sun, G Cheng
arXiv preprint arXiv:2007.02470, 2022
92022
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
7*2022
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