conftrace_

regret bound

1926 papers

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Also known as

RB

Co-occurring keywords

online learning (1777) multi-armed bandit (1098) contextual bandit (381) stochastic optimization (1060) reinforcement learning (4352) online algorithm (445) upper confidence bound (197) markov decision process (790) thompson sampling (237) online convex optimization (165)

Papers

Differentially Private Contextual Linear Bandits NIPS 2018
Online Improper Learning with an Approximation Oracle NIPS 2018
Community Exploration: From Offline Optimization to Online Learning NIPS 2018
TopRank: A practical algorithm for online stochastic ranking NIPS 2018
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits IJCAI 2018
Efficient Adaptive Online Learning via Frequent Directions IJCAI 2018
Online Kernel Selection via Incremental Sketched Kernel Alignment IJCAI 2018
Cost-aware Cascading Bandits IJCAI 2018
Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018
Advancements in Dueling Bandits IJCAI 2018
Online Learning: Sufficient Statistics and the Burkholder Method COLT 2018
The Many Faces of Exponential Weights in Online Learning COLT 2018
Efficient Contextual Bandits in Non-stationary Worlds COLT 2018
Information Directed Sampling and Bandits with Heteroscedastic Noise COLT 2018
Logistic Regression: The Importance of Being Improper COLT 2018
Multinomial Logit Bandit with Linear Utility Functions IJCAI 2018
Beyond the Hazard Rate: More Perturbation Algorithms for Adversarial Multi-armed Bandits JMLR 2018
Multi-armed Bandits with Compensation NIPS 2018
Small-loss bounds for online learning with partial information COLT 2018
Refining the Confidence Level for Optimistic Bandit Strategies JMLR 2018
Nonstochastic Bandits with Composite Anonymous Feedback COLT 2018
Online learning over a finite action set with limited switching COLT 2018
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces COLT 2018
More Adaptive Algorithms for Adversarial Bandits COLT 2018
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs ALT 2018