Devavrat Shah
- Rank Centrality: Ranking from Pair-wise Comparisons
2012/09/08 by Sahand Negahban, Sewoong Oh, Negahban, Sahand +3 · 6 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Q-learning with Nearest Neighbors
2018/02/12 by Devavrat Shah, Qiaomin Xie, Shah, Devavrat +1 · 7 citations
Computer Science · Mathematics · #Reinforcement Learning in Robotics #Advanced Causal Inference Techniques
- Counterfactual Identifiability of Bijective Causal Models
2023/02/04 by Arash Nasr-Esfahany, Mohammad Alizadeh, Nasr-Esfahany, Arash +3 · 8 citations
Computer Science · #Error Correcting Code Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
- Robust Synthetic Control
2017/11/18 by Muhammad Jehangir Amjad, Devavrat Shah, Amjad, Muhammad Jehangir +3 · 3 citations
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Bayesian Modeling and Causal Inference
- On Robustness of Principal Component Regression
2019/02/28 by Anish Agarwal, Agarwal, Anish, Devavrat Shah +5 · 4 citations
Computer Science · Engineering · Mathematics · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Distributed Random Access Algorithm: Scheduling and Congestion Control
2010/11/30 by Libin Jiang, Devavrat Shah, Jinwoo Shin +1 · 4 citations
Engineering · Computer Science · #Advanced Wireless Network Optimization #Mobile Ad Hoc Networks #Wireless Networks and Protocols
- Human Expertise in Algorithmic Prediction
2024/02/01 by Rohan Alur, Alur, Rohan, Manish Raghavan +3 · 1 voice · 4 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.HC #cs.LG
- Finding Rumor Sources on Random Trees
2011/10/28 by Devavrat Shah, Shah, Devavrat, Tauhid Zaman +1 · 3 citations
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Mathematics #Opinion Dynamics and Social Influence #Opportunistic and Delay-Tolerant Networks #Probability (math.PR)
- Model Agnostic Time Series Analysis via Matrix Estimation
2018/02/25 by Anish K. Agarwal, Muhammad Jehangir Amjad, Agarwal, Anish +5 · 2 citations
Agricultural and Biological Sciences · Mathematics · #FOS: Computer and information sciences #Leaf Properties and Growth Measurement #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical and numerical algorithms
- Rumors in a Network: Who's the Culprit?
2009/09/24 by Devavrat Shah, Shah, Devavrat, Tauhid Zaman +1 · 2 citations
Computer Science · Physics and Astronomy · #Applications (stat.AP) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Peer-to-Peer Network Technologies
- On Reinforcement Learning for Turn-based Zero-sum Markov Games
2020/02/25 by Devavrat Shah, Shah, Devavrat, Varun Somani +5 · 2 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
- De-randomizing Shannon: The Design and Analysis of a Capacity-Achieving Rateless Code
2012/06/02 by Hari Balakrishnan, Peter A. Iannucci, Balakrishnan, Hari +5 · 1 citation
Engineering · Computer Science · #Wireless Communication Security Techniques #Error Correcting Code Techniques #Cooperative Communication and Network Coding
- Structure learning of antiferromagnetic Ising models
2014/12/03 by Guy Bresler, David Gamarnik, Bresler, Guy +3 · 1 citation
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms #Statistical Methods and Inference
- Online network coding for optimal throughput and delay -- the three-receiver case
2008/06/26 by Jay Kumar Sundararajan, Sundararajan, Jay Kumar, Devavrat Shah +3 · 1 citation
Computer Science · Engineering · #Cooperative Communication and Network Coding #Advanced MIMO Systems Optimization #Wireless Networks and Protocols
- Stable Reinforcement Learning with Unbounded State Space
2020/06/08 by Devavrat Shah, Qiaomin Xie, Shah, Devavrat +3 · 1 citation
Decision Sciences · Computer Science · Engineering · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Smart Grid Energy Management
- A Computationally Efficient Method for Learning Exponential Family\n Distributions
2021/10/28 by Abhin Shah, Shah, Abhin, Devavrat Shah +3 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Statistical Methods and Inference
- Estimation of Skill Distributions
2020/06/15 by Ali Jadbabaie, Jadbabaie, Ali, Anuran Makur +3 · 1 citation
Economics, Econometrics and Finance · Decision Sciences · #Sports Analytics and Performance #Complex Systems and Time Series Analysis #Forecasting Techniques and Applications
- Doubly robust nearest neighbors in factor models
2022/11/25 by Raaz Dwivedi, Katherine Tian, Dwivedi, Raaz +9 · 1 citation
Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
- Reducing Crowdsourcing to Graphon Estimation, Statistically
2017/03/23 by Devavrat Shah, Shah, Devavrat, Christina Lee Yu +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Algorithms #Mobile Crowdsensing and Crowdsourcing #Optimization and Search Problems
- Causal Inference for Sequential Settings under Interference and Latent Confounding
2026/07/16 by Phevos Paschalidis, Constantinos Daskalakis, Devavrat Shah
#cs.LG #math.PR