Will Wei Sun

According to our database, Will Wei Sun authored at least 36 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Distribution-Free Contextual Dynamic Pricing.

Yiyun Luo, Will Wei Sun, Yufeng Liu

Math. Oper. Res., 2024

Evaluating multimedia advertising campaign effectiveness.

Pengyuan Wang, Guiyang Xiong, Will Wei Sun, Jian Yang

Decis. Support Syst., 2024

Low-Rank Contextual Reinforcement Learning from Heterogeneous Human Feedback.

Seong Jin Lee, Will Wei Sun, Yufeng Liu

CoRR, 2024

Privacy-Preserving Dynamic Assortment Selection.

Young Hyun Cho, Will Wei Sun

CoRR, 2024

Dual Active Learning for Reinforcement Learning from Human Feedback.

Pangpang Liu, Chengchun Shi, Will Wei Sun

CoRR, 2024

Active Learning for Fair and Stable Online Allocations.

Riddhiman Bhattacharya, Thanh Nguyen, Will Wei Sun, Mohit Tawarmalani

CoRR, 2024

Low-Rank Online Dynamic Assortment with Dual Contextual Information.

Seong Jin Lee, Will Wei Sun, Yufeng Liu

CoRR, 2024

Pessimistic Causal Reinforcement Learning with Mediators for Confounded Offline Data.

Danyang Wang, Chengchun Shi, Shikai Luo, Will Wei Sun

CoRR, 2024

Rate-Optimal Rank Aggregation with Private Pairwise Rankings.

Shirong Xu, Will Wei Sun, Guang Cheng

CoRR, 2024

Active Learning for Fair and Stable Online Allocations.

Riddhiman Bhattacharya, Thanh Nguyen, Will Wei Sun, Mohit Tawarmalani

Proceedings of the 25th ACM Conference on Economics and Computation, 2024

2023

Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies.

Jingfei Zhang, Will Wei Sun, Lexin Li

J. Comput. Graph. Stat., January, 2023

Binary Classification under Local Label Differential Privacy Using Randomized Response Mechanisms.

Shirong Xu, Chendi Wang, Will Wei Sun, Guang Cheng

Trans. Mach. Learn. Res., 2023

Online Tensor Inference.

Xin Wen, Will Wei Sun, Yichen Zhang

CoRR, 2023

Contextual Dynamic Pricing with Strategic Buyers.

Pangpang Liu, Zhuoran Yang, Zhaoran Wang, Will Wei Sun

CoRR, 2023

Utility Theory of Synthetic Data Generation.

Shirong Xu, Will Wei Sun, Guang Cheng

CoRR, 2023

Ranking Differential Privacy.

Shirong Xu, Will Wei Sun, Guang Cheng

CoRR, 2023

2022

Online Statistical Inference for Matrix Contextual Bandit.

Qiyu Han, Will Wei Sun, Yichen Zhang

CoRR, 2022

Rate-Optimal Contextual Online Matching Bandit.

Yuantong Li, Chi-Hua Wang, Guang Cheng, Will Wei Sun

CoRR, 2022

Contextual Dynamic Pricing with Unknown Noise: Explore-then-UCB Strategy and Improved Regrets.

Yiyun Luo, Will Wei Sun, Yufeng Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Sparse Tensor Additive Regression.

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

J. Mach. Learn. Res., 2021

Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning.

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

CoRR, 2021

Covariate-assisted Sparse Tensor Completion.

Hilda S. Ibriga, Will Wei Sun

CoRR, 2021

2020

Tensor Graphical Model: Non-Convex Optimization and Statistical Inference.

Xiang Lyu, Will Wei Sun, Zhaoran Wang, Han Liu, Jian Yang, Guang Cheng

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Provable Convex Co-clustering of Tensors.

Eric C. Chi, Brian J. Gaines, Will Wei Sun, Hua Zhou, Jian Yang

J. Mach. Learn. Res., 2020

Low-rank Tensor Bandits.

Botao Hao, Jie Zhou, Zheng Wen, Will Wei Sun

CoRR, 2020

Online Regularization for High-Dimensional Dynamic Pricing Algorithms.

Chi-Hua Wang, Zhanyu Wang, Will Wei Sun, Guang Cheng

CoRR, 2020

Partially Observed Dynamic Tensor Response Regression.

Jie Zhou, Will Wei Sun, Jingfei Zhang, Lexin Li

CoRR, 2020

2018

Sketching Method for Large Scale Combinatorial Inference.

Wei Sun, Junwei Lu, Han Liu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

STORE: Sparse Tensor Response Regression and Neuroimaging Analysis.

Will Wei Sun, Lexin Li

J. Mach. Learn. Res., 2017

Simultaneous Clustering and Estimation of Heterogeneous Graphical Models.

Botao Hao, Will Wei Sun, Yufeng Liu, Guang Cheng

J. Mach. Learn. Res., 2017

2015

Stability of machine learning algorithms

Will Wei Sun

PhD thesis, 2015

What Size Should A Mobile Ad Be?

Pengyuan Wang, Wei Sun, Dawei Yin

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Robust Tree-based Causal Inference for Complex Ad Effectiveness Analysis.

Pengyuan Wang, Wei Sun, Dawei Yin, Jian Yang, Yi Chang

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Non-convex Statistical Optimization for Sparse Tensor Graphical Model.

Wei Sun, Zhaoran Wang, Han Liu, Guang Cheng

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Causal Inference via Sparse Additive Models with Application to Online Advertising.

Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Nearest Neighbor Classifier with Optimal Stability.

Wei Sun, Xingye Qiao, Guang Cheng

CoRR, 2014