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cumulative regret

56 papers

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Co-occurring keywords · papers mentioning both

multi-armed bandit (21) regret bound (19) online learning (14) bayesian optimization (10) contextual bandit (9) gaussian process (7) upper confidence bound (6) acquisition function (4) simple regret (4) thompson sampling (4)

Papers

Bounded Regret for Finite-Armed Structured Bandits NeurIPS 2014 Exploiting easy data in online optimization NeurIPS 2014 Gaussian Process Optimization with Mutual Information ICML 2014 Spectral Bandits for Smooth Graph Functions ICML 2014 Adaptive Submodular Maximization in Bandit Setting NeurIPS 2013 Sequential Transfer in Multi-armed Bandit with Finite Set of Models NeurIPS 2013