Publications

Public health implications of opening National Football League stadiums during the COVID-19 pandemic

Proceedings of the National Academy of Sciences (PNAS), 2022

Causal Imputation via Synthetic Interventions

Causal Learning and Reasoning (CLeaR), 2022.

Causal Matrix Completion

Working paper, 2022.

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

Neural Information Processing Systems (NeurIPS), 2021.

Synthetic Interventions

Under review, 2022. Workshop version in Neural Information Processing Systems (NeurIPS) Workshop on CausalML, 2019

Two Burning Questions on COVID-19

Memo, 2020 (MIT News)

On Robustness of Principal Component Regression

Neural Information Processing Systems (NeurIPS), 2019 (oral presentation). Also in Journal of the American Statistical Association (JASA), 2021.

Multi-dimensional Robust Synthetic Control

ACM Sigmetrics, 2019. Also in Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2019.

Model Agnostic Time Series Analysis via Matrix Estimation

ACM Sigmetrics, 2019. Also in Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2018.

Robust Synthetic Control

Journal of Machine Learning Research (JMLR), 2018