Koolen, Wouter
- Safe Testing
2019/06/18 by Peter Grünwald, Rianne de Heide, Grünwald, Peter +3 · 29 citations
Computer Science · #Bayesian Modeling and Causal Inference
- Admissible anytime-valid sequential inference must rely on nonnegative\n martingales
2020/09/07 by Aaditya Ramdas, Ramdas, Aaditya, Johannes Ruf +5 · 11 citations
Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
- Testing exchangeability: fork-convexity, supermartingales, and\n e-processes
2021/01/31 by Aaditya Ramdas, Ramdas, Aaditya, Johannes Ruf +5 · 6 citations
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Game Theory and Voting Systems #Italy: Economic History and Contemporary Issues
- Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling
2018/06/04 by Emilie Kaufmann, Kaufmann, Emilie, Wouter M. Koolen +3 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Monte-Carlo Tree Search by Best Arm Identification
2017/06/09 by Emilie Kaufmann, Wouter M. Koolen, Kaufmann, Emilie +1 · 3 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sports Analytics and Performance
- Maximin Action Identification: A New Bandit Framework for Games
2016/02/15 by Aurélien Garivier, Garivier, Aurélien, Emilie Kaufmann +3 · 2 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #Reinforcement Learning in Robotics