2 papers
stat.ML2026
Match Made with Matrix Completion: Efficient Learning under Matching Interference
Zhiyuan Tang, Wanning Chen, Kan Xu
Matching markets face increasing needs to learn the matching qualities between demand and supply for effective design of matching policies. In practice, the matching rewards are hi…
stat.ME2025
Statistical Inference for Matching Decisions via Matrix Completion under Dependent Missingness
Congyuan Duan, Wanteng Ma, Dong Xia +1
This paper studies decision-making and statistical inference for two-sided matching markets via matrix completion. In contrast to the independent sampling assumed in classical matr…