Dennis Shen

According to our database, Dennis Shen authored at least 17 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Synthetic Interventions: Extending Synthetic Controls to Multiple Treatments.

Anish Agarwal, Devavrat Shah, Dennis Shen

Oper. Res., 2026

2025

On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls.

Anish Agarwal, Devavrat Shah, Dennis Shen

J. Mach. Learn. Res., 2025

2023

Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator.

Dennis Shen, Dogyoon Song, Peng Ding, Jasjeet S. Sekhon

CoRR, 2023

Causal Matrix Completion.

Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

Causal Imputation via Synthetic Interventions.

Chandler Squires, Dennis Shen, Anish Agarwal, Devavrat Shah, Caroline Uhler

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021

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

Anish Agarwal, Abdullah Omar Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

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

Anish Agarwal, Devavrat Shah, Dennis Shen

CoRR, 2020

Synthetic Interventions.

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

CoRR, 2020

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 Omar Alomar, Arnab Sarker, Devavrat Shah, Dennis Shen, Cindy Yang

CoRR, 2020

2019

mRSC: Multi-dimensional Robust Synthetic Control.

Muhammad J. Amjad, Vishal Misra, Devavrat Shah, Dennis Shen

Proc. ACM Meas. Anal. Comput. Syst., 2019

Model Agnostic High-Dimensional Error-in-Variable Regression.

Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song

CoRR, 2019

mRSC: Multidimensional Robust Synthetic Control.

Muhammad Jehangir Amjad, Vishal Misra, Devavrat Shah, Dennis Shen

Proceedings of the Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, 2019

Model Agnostic Time Series Analysis via Matrix Estimation.

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

Proceedings of the Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, 2019

On Robustness of Principal Component Regression.

Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Robust Synthetic Control.

Muhammad J. Amjad, Devavrat Shah, Dennis Shen

J. Mach. Learn. Res., 2018

Time Series Analysis via Matrix Estimation.

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

CoRR, 2018

2015

Motion data alignment for real-time guidance in avatar based physical therapy training system.

Dennis Shen, Yao Lu, Sujit Dey

Proceedings of the 17th International Conference on E-health Networking, 2015