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Causal Matrix Completion



Anish Agarwal , Munther Dahleh , Devavrat Shah , Dennis Shen


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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


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On Principal Component Regression in a High-Dimensional Error-in-Variables Setting



Anish Agarwal , Devavrat Shah , Dennis Shen


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Synthetic Interventions



Anish Agarwal , Abdullah Alomar , Romain Cosson , Devavrat Shah , Dennis Shen


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Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave?



Anish Agarwal , Abdullah Alomar , Arnab Sarker , Devavrat Shah , Dennis Shen , Cindy Yang


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Model Agnostic High-Dimensional Error-in-Variable Regression



Anish Agarwal , Devavrat Shah , Dennis Shen , Dogyoon Song

* 51 pages 

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Time Series Analysis via Matrix Estimation



Anish Agarwal , Muhammad Jehangir Amjad , Devavrat Shah , Dennis Shen


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Robust Synthetic Control



Muhammad Jehangir Amjad , Devavrat Shah , Dennis Shen


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