conftrace_

multi-armed bandit

1098 papers

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Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

Categorized Bandits NIPS 2019
Improved Regret Bounds for Bandit Combinatorial Optimization NIPS 2019
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits NIPS 2019
Ultra Fast Medoid Identification via Correlated Sequential Halving NIPS 2019
Regularized Contextual Bandits AISTATS 2019
Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric NIPS 2019
Online learning with feedback graphs and switching costs AISTATS 2019
Cleaning up the neighborhood: A full classification for adversarial partial monitoring ALT 2019
Stochastic Bandits with Context Distributions NIPS 2019
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach AAAI 2019
Leveraging Observations in Bandits: Between Risks and Benefits AAAI 2019
Bandit Online Learning with Unknown Delays AISTATS 2019
An Optimal Algorithm for Stochastic and Adversarial Bandits AISTATS 2019
Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit AISTATS 2019
A Bandit Approach to Maximum Inner Product Search AAAI 2019
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking NIPS 2019
Connections Between Mirror Descent, Thompson Sampling and the Information Ratio NIPS 2019
Thompson Sampling and Approximate Inference NIPS 2019
Structural Causal Bandits with Non-Manipulable Variables AAAI 2019
Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits NIPS 2019
Polynomial Cost of Adaptation for X-Armed Bandits NIPS 2019
Online Learning via the Differential Privacy Lens NIPS 2019
Online EXP3 Learning in Adversarial Bandits with Delayed Feedback NIPS 2019
Bootstrapping Upper Confidence Bound NIPS 2019
Variational inference for the multi-armed contextual bandit AISTATS 2018