Author:Chunyuan Zheng

Publications
Propensity Matters: Measuring and Enhancing Balancing for Recommendation Haoxuan Li, Yanghao Xiao, Chunyuan Zheng, Peng Wu and Peng Cui EasyChair Preprint no. 13095
Who Should Be Given Incentives? Counterfactual Optimal Treatment Regimes Learning for Recommendation Haoxuan Li, Chunyuan Zheng, Peng Wu, Kun Kuang, Yue Liu and Peng Cui EasyChair Preprint no. 13094
Trustworthy Policy Learning Under the Counterfactual No-Harm Criterion Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu and Peng Wu EasyChair Preprint no. 13093
Removing Hidden Confounding in Recommendation: a Unified Multi-Task Learning Approach Haoxuan Li, Kunhan Wu, Chunyuan Zheng, Yanghao Xiao, Hao Wang, Zhi Geng, Fuli Feng, Xiangnan He and Peng Wu EasyChair Preprint no. 13091
TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations Haoxuan Li, Yan Lyu, Chunyuan Zheng and Peng Wu EasyChair Preprint no. 13090
StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random Haoxuan Li, Chunyuan Zheng and Peng Wu EasyChair Preprint no. 13089
Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations Haoxuan Li, Yanghao Xiao, Chunyuan Zheng and Peng Wu EasyChair Preprint no. 13088

Keyphrases

bias⁴, causal inference², Counterfactual, Debias⁴, Debiased recommender system, Doubly Robust², Individual treatment effects, multi-task learning, Optimal treatment regime, policy learning, Propensity, randomized controlled trials, Recommender System⁵, Trustworthy AI, Unobserved Confounding.