Zhaonan Qu

Ensemble Methods for Causal Effects in Panel Data Settings

Susan Athey, Mohsen Bayati, Guido Imbens, 2019, AEA Papers and Proceedings.

Replication data for: Ensemble Methods for Causal Effects in Panel Data Settings

Mohsen Bayati, Susan Athey, Guido W. Imbens, 2019 .

Multi-action Offline Policy Learning with Bayesian Optimization

Li Xia, Zhengyuan Zhou, Fang Cai, 2020 .

Diagonal Preconditioning: Theory and Algorithms pdf

Zhengyuan Zhou, Yinyu Ye, Zhaonan Qu, 2020, ArXiv.

Federated Learning's Blessing: FedAvg has Linear Speedup pdf

Jiayu Zhou, Zhengyuan Zhou, Jayant Kalagnanam, 2020, ArXiv.

Efficient Treatment Effect Estimation in Observational Studies under Heterogeneous Partial Interference

Guido Imbens, Ruoxuan Xiong, Zhaonan Qu, 2021 .