Publications

PerSim: Data-efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators

Under Submission, 2021.

Causal Imputation via Synthetic Interventions

Under Submission, 2020.

Synthetic Interventions

Under Submission, 2020. Workshop version in NeurIPS Workshop on CausalML, 2019

Two Burning Questions on COVID-19

Memo, 2020

On Robustness of Principal Component Regression

NeurIPS, 2019 (oral presentation). To also appear in Journal of American Statistical Association (JASA)

Multi-dimensional Robust Synthetic Control

ACM Sigmetrics, 2019. Also in POMACS, 2019.

Model Agnostic Time Series Analysis via Matrix Estimation

ACM Sigmetrics, 2019. Also in POMACS, 2018.

Robust Synthetic Control

Journal of Machine Learning Research (JMLR), 2018