Advanced Bandit Algorithms Research
Topics
Description: This cluster of papers focuses on the optimization of multi-armed bandit problems, including topics such as Bayesian optimization, contextual bandits, online learning, convex optimization, Thompson sa... more
Related topics (siblings) activated carbon and charcoal, Advanced Scientific and Engineering Studies, Auction Theory and Applications, Business Strategies and Management Research, Complex Systems and Decision Making +28 more
Subfield (parent): Management Science and Operations Research
Field: Decision Sciences
Domain: Social Sciences
Works count: 15,730
Citations count: 284,200
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
1997 · Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
2011 · John C. Duchi, Elad Hazan, et al. · Journal of Machine Learning Research
Untitled
2002 · Peter Auer, Nicolò Cesa‐Bianchi, et al. · Machine Learning