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Dennis Shen
Dennis Shen
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Robust synthetic control
M Amjad, D Shah, D Shen
The Journal of Machine Learning Research 19 (1), 802-852, 2018
1192018
Model agnostic time series analysis via matrix estimation
A Agarwal, MJ Amjad, D Shah, D Shen
Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (3 …, 2018
40*2018
On robustness of principal component regression
A Agarwal, D Shah, D Shen, D Song
Advances in Neural Information Processing Systems 32, 2019
392019
mrsc: Multi-dimensional robust synthetic control
M Amjad, V Misra, D Shah, D Shen
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 (2 …, 2019
252019
Adaptive control of COVID-19 outbreaks in India: Local, gradual, and trigger-based exit paths from lockdown
A Malani, S Soman, S Asher, P Novosad, C Imbert, V Tandel, A Agarwal, ...
National Bureau of Economic Research, 2020
192020
Two Burning Questions on COVID-19: Did shutting down the economy help? Can we (partially) reopen the economy without risking the second wave?
A Agarwal, A Alomar, A Sarker, D Shah, D Shen, C Yang
arXiv preprint arXiv:2005.00072, 2020
182020
Synthetic interventions
A Agarwal, D Shah, D Shen
arXiv preprint arXiv:2006.07691, 2020
172020
Causal imputation via synthetic interventions
C Squires, D Shen, A Agarwal, D Shah, C Uhler
Conference on Causal Learning and Reasoning, 688-711, 2022
82022
On principal component regression in a high-dimensional error-in-variables setting
A Agarwal, D Shah, D Shen
arXiv preprint arXiv:2010.14449, 2020
62020
Persim: Data-efficient offline reinforcement learning with heterogeneous agents via personalized simulators
A Agarwal, A Alomar, V Alumootil, D Shah, D Shen, Z Xu, C Yang
Advances in Neural Information Processing Systems 34, 18564-18576, 2021
52021
Causal Matrix Completion
A Agarwal, M Dahleh, D Shah, D Shen
arXiv preprint arXiv:2109.15154, 2021
52021
Public health implications of opening National Football League stadiums during the COVID-19 pandemic
B García Bulle, D Shen, D Shah, AE Hosoi
Proceedings of the National Academy of Sciences 119 (14), e2114226119, 2022
12022
Model Agnostic Time Series Analysis Via Matrix Estimation
DD Shah, A Agarwal, M Amjad, D Shen
US Patent App. 16/241,413, 2020
12020
A Tale of Two Panel Data Regressions
D Shen, P Ding, J Sekhon, B Yu
arXiv preprint arXiv:2207.14481, 2022
2022
Causal imputation via synthetic interventions”, Causal Learning and Reasoning
C Squires, D Shen, D Shah, C Uhler
Proceedings of Machine Learning Research 177, 2022
2022
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