Dennis Shen

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Ordinary Least Squares

Heterogeneous Agents

Principal Component Regression

Robust Stability

Top Venues

Proc. ACM Meas. Anal. Comput. Syst.

SIGMETRICS (Abstracts)

Publications

Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen
Causal Matrix Completion. COLT (2023)
Dennis Shen, Dogyoon Song, Peng Ding, Jasjeet S. Sekhon
Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator. CoRR (2023)
Chandler Squires, Dennis Shen, Anish Agarwal, Devavrat Shah, Caroline Uhler
Causal Imputation via Synthetic Interventions. CLeaR (2022)
Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen
Causal Matrix Completion. CoRR (2021)
Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators. NeurIPS (2021)
Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators. CoRR (2021)
Anish Agarwal, Abdullah Alomar, Romain Cosson, Devavrat Shah, Dennis Shen
Synthetic Interventions. CoRR (2020)
Anish Agarwal, Abdullah Alomar, Arnab Sarker, Devavrat Shah, Dennis Shen, Cindy Yang
Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave? CoRR (2020)
Anish Agarwal, Devavrat Shah, Dennis Shen
On Principal Component Regression in a High-Dimensional Error-in-Variables Setting. CoRR (2020)
Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
Model Agnostic High-Dimensional Error-in-Variable Regression. CoRR (2019)
Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
On Robustness of Principal Component Regression. NeurIPS (2019)
Muhammad Jehangir Amjad, Vishal Misra, Devavrat Shah, Dennis Shen
mRSC: Multidimensional Robust Synthetic Control. SIGMETRICS (Abstracts) (2019)
Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
Model Agnostic Time Series Analysis via Matrix Estimation. SIGMETRICS (Abstracts) (2019)
Muhammad J. Amjad, Vishal Misra, Devavrat Shah, Dennis Shen
mRSC: Multi-dimensional Robust Synthetic Control. Proc. ACM Meas. Anal. Comput. Syst. 3 (2) (2019)
Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
Time Series Analysis via Matrix Estimation. CoRR (2018)
Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
Model Agnostic Time Series Analysis via Matrix Estimation. Proc. ACM Meas. Anal. Comput. Syst. 2 (3) (2018)
Muhammad J. Amjad, Devavrat Shah, Dennis Shen
Robust Synthetic Control. J. Mach. Learn. Res. 19 (2018)
Dennis Shen, Yao Lu, Sujit Dey
Motion data alignment for real-time guidance in avatar based physical therapy training system. HealthCom (2015)