Dudik, Miroslav

1. Doubly Robust Policy Evaluation and Learning
   2011/03/23 by Miroslav Dudı́k, Dudik, Miroslav, John Langford +3 · 56 citations
   Decision Sciences · Health Professions · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Operations and Scheduling Optimization #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
2. A Reliable Effective Terascale Linear Learning System
   2011/10/19 by Alekh Agarwal, Olivier Chapelle, Agarwal, Alekh +5 · 7 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
3. Efficient Optimal Learning for Contextual Bandits
   2011/06/13 by Dudik, Miroslav, Hsu, Daniel, Kale, Satyen +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Constrained episodic reinforcement learning in concave-convex and knapsack settings
   2020/06/09 by Kianté Brantley, Brantley, Kianté, Miroslav Dudı́k +11 · 4 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
5. Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits
   2012/10/16 by Dudik, Miroslav, Erhan, Dumitru, Langford, John +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. A Sampling-Based Approach to Computing Equilibria in Succinct\n Extensive-Form Games
   2012/05/09 by Miroslav Dudı́k, Dudik, Miroslav, Geoffrey J. Gordon +1 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Computer Science and Game Theory (cs.GT) #Decision-Making and Behavioral Economics #Economic theories and models #FOS: Computer and information sciences #Game Theory and Applications
7. A structured regression approach for evaluating model performance across intersectional subgroups
   2024/01/26 by Christine Herlihy, Kimberly A. Truong, Herlihy, Christine +5 · 1 citation
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Applications (stat.AP) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)