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 | 134 | 2012 |
Provable sparse tensor decomposition WW Sun, J Lu, H Liu, G Cheng Journal of the Royal Statistical Society: Series B, 2016 | 126 | 2016 |
Consistent selection of tuning parameters via variable selection stability W Sun, J Wang, Y Fang Journal of Machine Learning Research 14, 3419-3440, 2013 | 96 | 2013 |
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis WW Sun, L Li Journal of Machine Learning Research, 2017 | 91 | 2017 |
Dynamic Tensor Clustering WW Sun, L Li Journal of the American Statistical Association, 2018 | 60 | 2018 |
Sparse convex clustering B Wang, Y Zhang, WW Sun, Y Fang Journal of Computational and Graphical Statistics 27 (2), 393-403, 2018 | 58 | 2018 |
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models B Hao, WW Sun, Y Liu, G Cheng Journal of Machine Learning Research, 2018 | 57 | 2018 |
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 | 54 | 2020 |
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 | 44 | 2015 |
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 | 43 | 2015 |
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 | 20 | 2021 |
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 | 19 | 2020 |
Stabilized Nearest Neighbor Classifier and Its Statistical Properties W Sun, X Qiao, G Cheng Journal of the American Statistical Association, 2015 | 16 | 2015 |
Partially observed dynamic tensor response regression J Zhou, WW Sun, J Zhang, L Li Journal of the American Statistical Association, 1-16, 2021 | 14 | 2021 |
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 | 11 | 2022 |
Distribution-free contextual dynamic pricing Y Luo, WW Sun, Y Liu arXiv preprint arXiv:2109.07340, 2021 | 11 | 2021 |
Online Regularization for High-Dimensional Dynamic Pricing Algorithms CH Wang, Z Wang, WW Sun, G Cheng arXiv preprint arXiv:2007.02470, 2022 | 9 | 2022 |
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 |