Devavrat Shah

13 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-0737-3259

Department of Electrical Engineering and Computer Science, MIT, Cambridge, Massachusetts 02139

Publications

• Synthetic Interventions: Extending Synthetic Controls to Multiple Treatments — Operations Research 2026
• On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Counterfactual inference in sequential experiments — The Annals of Statistics 2025 (name-matched, not ORCID-linked)
• Nonasymptotic Analysis of Monte Carlo Tree Search — Operations Research 2022
• Iterative Collaborative Filtering for Sparse Matrix Estimation — Operations Research 2022
• On Robustness of Principal Component Regression — Journal of the American Statistical Association 2021
• Robust Synthetic Control — Journal of Machine Learning Research 2018 (name-matched, not ORCID-linked)
• Rank Centrality: Ranking from Pairwise Comparisons — Operations Research 2017
• Finding Rumor Sources on Random Trees — Operations Research 2016
• Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems — Operations Research 2014
• A Nonparametric Approach to Modeling Choice with Limited Data — Management Science 2013
• Belief Propagation for Min-Cost Network Flow: Convergence and Correctness — Operations Research 2012
• On Multivariate Singular Spectrum Analysis: Tensor and Matrix Variants — Operations Research