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

Improved Bounds for Online Learning Over the Permutahedron and Other Ranking Polytopes AISTATS 2014
Extreme bandits NIPS 2014
Bandit Convex Optimization: Towards Tight Bounds NIPS 2014
Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors AISTATS 2014
Multiarmed Bandits With Limited Expert Advice COLT 2014
Bounded Regret for Finite-Armed Structured Bandits NIPS 2014
Stochastic Multi-Armed-Bandit Problem with Non-stationary Rewards NIPS 2014
Near-optimal Reinforcement Learning in Factored MDPs NIPS 2014
Delay-Tolerant Algorithms for Asynchronous Distributed Online Learning NIPS 2014
Learning to Optimize via Information-Directed Sampling NIPS 2014
Online Decision-Making in General Combinatorial Spaces NIPS 2014
Discovering, Learning and Exploiting Relevance NIPS 2014
Model-based Reinforcement Learning and the Eluder Dimension NIPS 2014
Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization and Completion AISTATS 2014
Resourceful Contextual Bandits COLT 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations COLT 2014
Repeated Contextual Auctions with Strategic Buyers NIPS 2014
Follow the Leader If You Can, Hedge If You Must JMLR 2014
Skip Context Tree Switching ICML 2014
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NIPS 2013
Minimax Optimal Algorithms for Unconstrained Linear Optimization NIPS 2013
Sequential Transfer in Multi-armed Bandit with Finite Set of Models NIPS 2013
Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013
Almost Optimal Exploration in Multi-Armed Bandits ICML 2013
Multi-armed Bandit Problem with Lock-up Periods ACML 2013