Will Wei Sun

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Dynamic Pricing

Reinforcement Learning

Statistical Inference

Convex Optimization

Top Venues

J. Mach. Learn. Res.

Math. Oper. Res.

J. Comput. Graph. Stat.

Publications

Yiyun Luo, Will Wei Sun, Yufeng Liu
Distribution-Free Contextual Dynamic Pricing. Math. Oper. Res. 49 (1) (2024)
Danyang Wang, Chengchun Shi, Shikai Luo, Will Wei Sun
Pessimistic Causal Reinforcement Learning with Mediators for Confounded Offline Data. CoRR (2024)
Riddhiman Bhattacharya, Thanh Nguyen, Will Wei Sun, Mohit Tawarmalani
Active Learning for Fair and Stable Online Allocations. CoRR (2024)
Seong Jin Lee, Will Wei Sun, Yufeng Liu
Low-Rank Online Dynamic Assortment with Dual Contextual Information. CoRR (2024)
Shirong Xu, Will Wei Sun, Guang Cheng
Rate-Optimal Rank Aggregation with Private Pairwise Rankings. CoRR (2024)
Jingfei Zhang, Will Wei Sun, Lexin Li
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies. J. Comput. Graph. Stat. 32 (1) (2023)
Shirong Xu, Chendi Wang, Will Wei Sun, Guang Cheng
Binary Classification under Local Label Differential Privacy Using Randomized Response Mechanisms. Trans. Mach. Learn. Res. 2023 (2023)
Shirong Xu, Will Wei Sun, Guang Cheng
Utility Theory of Synthetic Data Generation. CoRR (2023)
Shirong Xu, Will Wei Sun, Guang Cheng
Ranking Differential Privacy. CoRR (2023)
Pangpang Liu, Zhuoran Yang, Zhaoran Wang, Will Wei Sun
Contextual Dynamic Pricing with Strategic Buyers. CoRR (2023)
Xin Wen, Will Wei Sun, Yichen Zhang
Online Tensor Inference. CoRR (2023)
Yiyun Luo, Will Wei Sun, Yufeng Liu
Contextual Dynamic Pricing with Unknown Noise: Explore-then-UCB Strategy and Improved Regrets. NeurIPS (2022)
Yuantong Li, Chi-Hua Wang, Guang Cheng, Will Wei Sun
Rate-Optimal Contextual Online Matching Bandit. CoRR (2022)
Qiyu Han, Will Wei Sun, Yichen Zhang
Online Statistical Inference for Matrix Contextual Bandit. CoRR (2022)
Pratik Ramprasad, Yuantong Li, Zhuoran Yang, Zhaoran Wang, Will Wei Sun, Guang Cheng
Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning. CoRR (2021)
Botao Hao, Boxiang Wang, Pengyuan Wang, Jingfei Zhang, Jian Yang, Will Wei Sun
Sparse Tensor Additive Regression. J. Mach. Learn. Res. 22 (2021)
Yiyun Luo, Will Wei Sun, Yufeng Liu
Distribution-free Contextual Dynamic Pricing. CoRR (2021)
Hilda S. Ibriga, Will Wei Sun
Covariate-assisted Sparse Tensor Completion. CoRR (2021)
Jie Zhou, Will Wei Sun, Jingfei Zhang, Lexin Li
Partially Observed Dynamic Tensor Response Regression. CoRR (2020)
Eric C. Chi, Brian J. Gaines, Will Wei Sun, Hua Zhou, Jian Yang
Provable Convex Co-clustering of Tensors. J. Mach. Learn. Res. 21 (2020)
Xiang Lyu, Will Wei Sun, Zhaoran Wang, Han Liu, Jian Yang, Guang Cheng
Tensor Graphical Model: Non-Convex Optimization and Statistical Inference. IEEE Trans. Pattern Anal. Mach. Intell. 42 (8) (2020)
Botao Hao, Jie Zhou, Zheng Wen, Will Wei Sun
Low-rank Tensor Bandits. CoRR (2020)
Chi-Hua Wang, Zhanyu Wang, Will Wei Sun, Guang Cheng
Online Regularization for High-Dimensional Dynamic Pricing Algorithms. CoRR (2020)
Botao Hao, Boxiang Wang, Pengyuan Wang, Jingfei Zhang, Jian Yang, Will Wei Sun
Sparse Tensor Additive Regression. CoRR (2019)
Will Wei Sun, Lexin Li
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis. J. Mach. Learn. Res. 18 (2017)
Botao Hao, Will Wei Sun, Yufeng Liu, Guang Cheng
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models. J. Mach. Learn. Res. 18 (2017)