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2020 – today
- 2023
[c7]Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen:
Causal Matrix Completion. COLT 2023: 3821-3826- [i8]Dennis Shen, Dogyoon Song, Peng Ding, Jasjeet S. Sekhon:
Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator. CoRR abs/2309.15769 (2023) - 2022
- [c6]Chandler Squires, Dennis Shen, Anish Agarwal, Devavrat Shah, Caroline Uhler:
Causal Imputation via Synthetic Interventions. CLeaR 2022: 688-711 - 2021
- [c5]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: 18564-18576 - [i7]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 abs/2102.06961 (2021) - [i6]Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen:
Causal Matrix Completion. CoRR abs/2109.15154 (2021) - 2020
- [i5]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 abs/2005.00072 (2020) - [i4]Anish Agarwal, Abdullah Alomar, Romain Cosson, Devavrat Shah, Dennis Shen:
Synthetic Interventions. CoRR abs/2006.07691 (2020) - [i3]Anish Agarwal, Devavrat Shah, Dennis Shen:
On Principal Component Regression in a High-Dimensional Error-in-Variables Setting. CoRR abs/2010.14449 (2020)
2010 – 2019
- 2019
- [j3]Muhammad J. Amjad, Vishal Misra, Devavrat Shah, Dennis Shen:
mRSC: Multi-dimensional Robust Synthetic Control. Proc. ACM Meas. Anal. Comput. Syst. 3(2): 37:1-37:27 (2019) - [c4]Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song:
On Robustness of Principal Component Regression. NeurIPS 2019: 9889-9900 - [c3]Muhammad Jehangir Amjad, Vishal Misra, Devavrat Shah, Dennis Shen:
mRSC: Multidimensional Robust Synthetic Control. SIGMETRICS (Abstracts) 2019: 55-56 - [c2]Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen:
Model Agnostic Time Series Analysis via Matrix Estimation. SIGMETRICS (Abstracts) 2019: 85-86 - [i2]Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song:
Model Agnostic High-Dimensional Error-in-Variable Regression. CoRR abs/1902.10920 (2019) - 2018
- [j2]Muhammad J. Amjad, Devavrat Shah, Dennis Shen:
Robust Synthetic Control. J. Mach. Learn. Res. 19: 22:1-22:51 (2018) - [j1]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): 40:1-40:39 (2018) - [i1]Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen:
Time Series Analysis via Matrix Estimation. CoRR abs/1802.09064 (2018) - 2015
- [c1]Dennis Shen, Yao Lu, Sujit Dey:
Motion data alignment for real-time guidance in avatar based physical therapy training system. HealthCom 2015: 238-244
Coauthor Index
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