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Dennis Shen · SciRah

Researcher profile · Semantic Scholar

Dennis Shen

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Dennis Shen — researcher profile on SciRah

h-index: 11
Works: 25
Citations: 600

Most-cited papers

Robust Synthetic Control
M. J. Amjad, Devavrat Shah, Dennis Shen
2017Journal of machine learning research170 citations
Semantic Scholar
On Robustness of Principal Component Regression
Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
2019Neural Information Processing Systems100 citations Open access
Semantic Scholar
Causal Matrix Completion
Anish Agarwal, M. Dahleh, Devavrat Shah, Dennis Shen
2021Annual Conference Computational Learning Theory69 citations
Semantic Scholar
Synthetic Interventions
Anish Agarwal, Abdullah Alomar, Romain Cosson, Devavrat Shah +1 more
2020arXiv.org56 citations
Semantic Scholar
Model Agnostic Time Series Analysis via Matrix Estimation
Anish Agarwal, Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
2018Proceedings of the ACM on Measurement and Analysis of Computing Systems42 citations Open access
Semantic Scholar
Causal Imputation via Synthetic Interventions
C. Squires, Dennis Shen, Anish Agarwal, Devavrat Shah +1 more
2020CLEaR27 citations
Semantic Scholar
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah +3 more
2021Neural Information Processing Systems22 citations
Semantic Scholar
Adaptive Control of COVID-19 Outbreaks in India: Local, Gradual, and Trigger-based Exit Paths from Lockdown
Anup Malani, satej soman, S. Asher, P. Novosad +11 more
202019 citations
Semantic Scholar
mRSC
M. J. Amjad, V. Misra, Devavrat Shah, Dennis Shen
2019Proceedings of the ACM on Measurement and Analysis of Computing Systems15 citations Open access
Semantic Scholar
On Principal Component Regression in a High-Dimensional Error-in-Variables Setting
Anish Agarwal, Devavrat Shah, Dennis Shen
2020arXiv.org14 citations
Semantic Scholar
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 Alomar, Arnab Sarker, Devavrat Shah +2 more
2020arXiv.org13 citations
Semantic Scholar
Public health implications of opening National Football League stadiums during the COVID-19 pandemic
Bernardo García Bulle, Dennis Shen, Devavrat Shah, A. Hosoi
2022Proceedings of the National Academy of Sciences of the United States of America10 citations Open access
Semantic Scholar
Time Series Analysis via Matrix Estimation
Anish Agarwal, M. J. Amjad, Devavrat Shah, Dennis Shen
2018arXiv.org9 citations
Semantic Scholar
Synthetic A/B Testing using Synthetic Interventions
Anish Agarwal, Devavrat Shah, Dennis Shen
20237 citations
Semantic Scholar
Same Root Different Leaves: Time Series and Cross‐Sectional Methods in Panel Data
Dennis Shen, Peng Ding, J. Sekhon, Bin Yu
2022Econometrica7 citations Open access
Semantic Scholar
Synthetic Interventions: Extending Synthetic Controls to Multiple Treatments
Anish Agarwal, Devavrat Shah, Dennis Shen
2025Operational Research6 citations
Semantic Scholar
On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls
Anish Agarwal, Devavrat Shah, Dennis Shen
2025Journal of machine learning research5 citations
Semantic Scholar
A Tale of Two Panel Data Regressions
Dennis Shen, Peng Ding, J. Sekhon, Bin Yu
20224 citations
Semantic Scholar
Model Agnostic High-Dimensional Error-in-Variable Regression
Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
2019arXiv.org3 citations
Semantic Scholar
On Model Identification and Out-of-Sample Prediction of Principal Component Regression: Applications to Synthetic Controls
Anish Agarwal, Devavrat Shah, Dennis Shen
20202 citations
Semantic Scholar
From Control to Treatment: Causal Forecasting Beyond the Observed Panel
Dennis Shen
20261 citations
Semantic Scholar
Obtaining personalized predictions from a randomized controlled trial on Alzheimer’s disease
Dennis Shen, Anish Agarwal, Vishal Misra, Bjoern O. Schelter +3 more
2025Scientific Reports1 citations Open access
Semantic Scholar
mRSC
M. J. Amjad, V. Misra, Devavrat Shah, Dennis Shen
2019Measurement and Modeling of Computer Systems1 citations Open access
Semantic Scholar
Synthetic Nearest Neighbors: Extending Synthetic Controls for Matrix Completion with Missing Not at Random Data
Anish Agarwal, M. Dahleh, Devavrat Shah, Dennis Shen
20260 citations
Semantic Scholar
Personalized Predictions from Population Level Experiments: A Study on Alzheimer's Disease
Dennis Shen, Anish Agarwal, Vishal Misra, Bjoern O. Schelter +3 more
20240 citations
Semantic Scholar

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Anish Agarwal×18
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Anish Agarwal — researcher profile on SciRah
Devavrat Shah×17
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Devavrat Shah×5
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M. J. Amjad×4
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Abdullah Alomar

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