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ucb algorithm

44 papers

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Co-occurring keywords

multi-armed bandit (1098) regret bound (1926) upper confidence bound (197) online learning (1777) stochastic bandit (98) stochastic optimization (1060) regret analysis (73) thompson sampling (237) regret minimization (315) combinatorial optimization (1039)

Papers

Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit AISTATS 2019
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking NIPS 2019
Linear Stochastic Bandits Under Safety Constraints NIPS 2019
Blocking Bandits NIPS 2019
Approximations of the Restless Bandit Problem JMLR 2019
Bandit Learning with Positive Externalities NIPS 2018
Online Learning with Abstention ICML 2018
Adversarial Attacks on Stochastic Bandits NIPS 2018
Real-Time Bidding with Side Information NIPS 2017
Threshold Bandits, With and Without Censored Feedback NIPS 2016
Contextual Combinatorial Cascading Bandits ICML 2016
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms JMLR 2016
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits AISTATS 2015
Combinatorial Cascading Bandits NIPS 2015
Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms COLT 2014
Combinatorial Multi-Armed Bandit: General Framework and Applications ICML 2013
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NIPS 2012
Improved Algorithms for Linear Stochastic Bandits NIPS 2011
Parametric Bandits: The Generalized Linear Case NIPS 2010