Compound Estimation for Binomials
Yan Chen, Lihua Lei
Presented at CODE@MIT (Poster) 2025 · Causal Data Science Meeting 2025 (Spotlight) · 2025 Stanford Causal Science Center Conference (Poster)
arxiv

Adversarial Estimation of Assortment Probabilities under Independence Structure
Alexandre Belloni, Yan Chen, Matthew Harding
Presented at Joint Statistical Meetings 2025 · American Causal Inference Conference 2025 · California Econometrics Conference 2024 · Midwest Econometrics Group Conference 2024
arxiv| code

Testing Fairness with Utility Tradeoffs: A Wasserstein Projection Approach
Yan Chen, Zheng Tan, Jose Blanchet, Hanzhang Qin
arxiv

Market Design for Platform-Mediated Influencer Advertising
Yan Chen, Saša Pekeč
Presented at 2025 EC Frontiers of Online Advertising workshop (Spotlight) · 2025 MSOM main conference

Online Bin Packing with Load Balancing
Zheng Tan, Hanzhang Qin, Yan Chen, Lindong Liu, Yugang Yu
ssrn

Double Distributionally Robust Bid Shading for First Price Auctions
Yanlin Qu, Ravi Kant, Yan Chen, Brendan Kitts, San Gultekin, Aaron Flores, Jose Blanchet
arxiv

Optimal Downsampling for Imbalanced Classification with Generalized Linear Models
Yan Chen, Jose Blanchet, Krzysztof Dembczynski, Laura Fee Nern, Aaron Flores
AISTATS 2025 | International Conference on Artificial Intelligence and Statistics
paper

Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration
Yan Chen, Qinxun Bai, Yiteng Zhang, Maria Dimakopoulou, Shi Dong, Qi Sun, Zhengyuan Zhou
ICML 2025 | International Conference on Machine Learning
paper

Society of Agents: Regret Bounds of Concurrent Thompson Sampling
Yan Chen, Perry Dong, Qinxun Bai, Maria Dimakopoulou, Wei Xu, Zhengyuan Zhou
NeurIPS 2022 | Advances in Neural Information Processing Systems
paper