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

Analysis of Thompson Sampling for the Multi-armed Bandit Problem COLT 2012
Stochastic Bandit Based on Empirical Moments AISTATS 2012
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NIPS 2012
Online allocation and homogeneous partitioning for piecewise constant mean-approximation NIPS 2012
The Best of Both Worlds: Stochastic and Adversarial Bandits COLT 2012
Hierarchical Optimistic Region Selection driven by Curiosity NIPS 2012
Distributed Non-Stochastic Experts NIPS 2012
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence NIPS 2012
On Multilabel Classification and Ranking with Partial Feedback NIPS 2012
Risk-Aversion in Multi-armed Bandits NIPS 2012
Adaptive Hedge NIPS 2011
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences COLT 2011
A simple multi-armed bandit algorithm with optimal variation-bounded regret COLT 2011
Monotone multi-armed bandit allocations COLT 2011
Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction NIPS 2011
Optimal and Robust Price Experimentation: Learning by Lottery AISTATS 2011
Better Algorithms for Benign Bandits JMLR 2011
Predicting Dynamic Difficulty NIPS 2011
Contextual Bandits with Similarity Information COLT 2011
Linear Submodular Bandits and their Application to Diversified Retrieval NIPS 2011
An Empirical Evaluation of Thompson Sampling NIPS 2011
Improved Algorithms for Linear Stochastic Bandits NIPS 2011
Adaptive Bandits: Towards the best history-dependent strategy AISTATS 2011
Prediction strategies without loss NIPS 2011
Multi-Bandit Best Arm Identification NIPS 2011