Dennis Shen

20 papers A* 3C 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Synthetic Interventions: Extending Synthetic Controls to Multiple Treatments.
Oper. Res.
Anish Agarwal, Devavrat Shah, Dennis Shen
2025 J jnl
On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls.
J. Mach. Learn. Res.
Anish Agarwal, Devavrat Shah, Dennis Shen
2023 J jnl
Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator.
CoRR
Dennis Shen, Dogyoon Song, Peng Ding, Jasjeet S. Sekhon
2023 A* conf
Causal Matrix Completion.
COLT
Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen
2022 — conf
Causal Imputation via Synthetic Interventions.
CLeaR
Chandler Squires, Dennis Shen, Anish Agarwal, Devavrat Shah, Caroline Uhler
2021 J jnl
Causal Matrix Completion.
CoRR
Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen
2021 A* conf
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators.
NeurIPS
Anish Agarwal, Abdullah Omar Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang
2021 J jnl
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators.
CoRR
Anish Agarwal, Abdullah Omar Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang
2020 J jnl
On Principal Component Regression in a High-Dimensional Error-in-Variables Setting.
CoRR
Anish Agarwal, Devavrat Shah, Dennis Shen
2020 J jnl
Synthetic Interventions.
CoRR
Anish Agarwal, Abdullah Omar Alomar, Romain Cosson, Devavrat Shah, Dennis Shen
2020 J jnl
Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave?
CoRR
Anish Agarwal, Abdullah Omar Alomar, Arnab Sarker, Devavrat Shah, Dennis Shen, Cindy Yang
2019 J jnl
Model Agnostic High-Dimensional Error-in-Variable Regression.
CoRR
Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
2019 — conf
Model Agnostic Time Series Analysis via Matrix Estimation.
SIGMETRICS (Abstracts)
Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
2019 A* conf
On Robustness of Principal Component Regression.
NeurIPS
Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
2019 J jnl
mRSC: Multi-dimensional Robust Synthetic Control.
Proc. ACM Meas. Anal. Comput. Syst.
Muhammad J. Amjad, Vishal Misra, Devavrat Shah, Dennis Shen
2019 — conf
mRSC: Multidimensional Robust Synthetic Control.
SIGMETRICS (Abstracts)
Muhammad Jehangir Amjad, Vishal Misra, Devavrat Shah, Dennis Shen
2018 J jnl
Model Agnostic Time Series Analysis via Matrix Estimation.
Proc. ACM Meas. Anal. Comput. Syst.
Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
2018 J jnl
Robust Synthetic Control.
J. Mach. Learn. Res.
Muhammad J. Amjad, Devavrat Shah, Dennis Shen
2018 J jnl
Time Series Analysis via Matrix Estimation.
CoRR
Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
2015 C conf
Motion data alignment for real-time guidance in avatar based physical therapy training system.
HealthCom
Dennis Shen, Yao Lu, Sujit Dey