Shen, Dennis

6 publications

JMLR 2025 On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls Anish Agarwal, Devavrat Shah, Dennis Shen

COLT 2023 Causal Matrix Completion Anish Agarwal, Munther Dahleh, Devavrat Shah, Dennis Shen

CLeaR 2022 Causal Imputation via Synthetic Interventions Chandler Squires, Dennis Shen, Anish Agarwal, Devavrat Shah, Caroline Uhler

NeurIPS 2021 PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang

NeurIPS 2019 On Robustness of Principal Component Regression Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song

JMLR 2018 Robust Synthetic Control Muhammad Amjad, Devavrat Shah, Dennis Shen