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bandit algorithm

108 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) stochastic optimization (1060) contextual bandit (381) bayesian optimization (624) sample complexity (1169) dueling bandit (57) regret minimization (315) best arm identification (85)

Papers

Bounded regret in stochastic multi-armed bandits COLT 2013
Beating Bandits in Gradually Evolving Worlds COLT 2013
Online Learning under Delayed Feedback ICML 2013
High-Dimensional Gaussian Process Bandits NIPS 2013
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising NIPS 2013
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NIPS 2012
Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction NIPS 2011
The Price of Bandit Information for Online Optimization NIPS 2007