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Distribution-free Contextual Dynamic Pricing


Sep 15, 2021
Yiyun Luo, Will Wei Sun, and Yufeng Liu


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Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning


Aug 08, 2021
Pratik Ramprasad, Yuantong Li, Zhuoran Yang, Zhaoran Wang, Will Wei Sun, Guang Cheng


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Heterogeneous Tensor Mixture Models in High Dimensions


Apr 15, 2021
Biao Cai, Jingfei Zhang, Will Wei Sun


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Covariate-assisted Sparse Tensor Completion


Mar 11, 2021
Hilda S Ibriga, Will Wei Sun


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Low-rank Tensor Bandits


Jul 31, 2020
Botao Hao, Jie Zhou, Zheng Wen, Will Wei Sun


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Online Regularization for High-Dimensional Dynamic Pricing Algorithms


Jul 05, 2020
Chi-Hua Wang, Zhanyu Wang, Will Wei Sun, Guang Cheng


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Partially Observed Dynamic Tensor Response Regression


Feb 22, 2020
Jie Zhou, Will Wei Sun, Jingfei Zhang, Lexin Li

* This contains the main paper only. The supplement is available upon request 

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Sparse Tensor Additive Regression


Mar 31, 2019
Botao Hao, Boxiang Wang, Pengyuan Wang, Jingfei Zhang, Jian Yang, Will Wei Sun

* This version contains the main context only. The appendix containing the technical details of the main theorems is available upon request 

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Dynamic Tensor Clustering


Sep 14, 2018
Will Wei Sun, Lexin Li

* Accepted at Journal of the American Statistical Association 

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Provable Convex Co-clustering of Tensors


Mar 17, 2018
Eric C. Chi, Brian R. Gaines, Will Wei Sun, Hua Zhou, Jian Yang


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Simultaneous Clustering and Estimation of Heterogeneous Graphical Models


Jan 12, 2018
Botao Hao, Will Wei Sun, Yufeng Liu, Guang Cheng

* 61 pages. Accepted by Journal of Machine Learning Research 

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STORE: Sparse Tensor Response Regression and Neuroimaging Analysis


Nov 24, 2017
Will Wei Sun, Lexin Li

* 42 pages. To appear in Journal of Machine Learning Research 

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Sparse Convex Clustering


Feb 10, 2017
Binhuan Wang, Yilong Zhang, Will Wei Sun, Yixin Fang


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Stability Enhanced Large-Margin Classifier Selection


Jan 20, 2017
Will Wei Sun, Guang Cheng, Yufeng Liu

* 38 pages. To appear in Statistica Sinica 

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Sparse Tensor Graphical Model: Non-convex Optimization and Statistical Inference


Sep 15, 2016
Will Wei Sun, Zhaoran Wang, Xiang Lyu, Han Liu, Guang Cheng

* 51 pages 

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Provable Sparse Tensor Decomposition


May 02, 2016
Will Wei Sun, Junwei Lu, Han Liu, Guang Cheng

* To Appear in JRSS-B 

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