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gaussian process bandit

6 papers

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regret bound (5) gaussian process (5) upper confidence bound (4) multi-armed bandit (3) bayesian optimization (3) bandit algorithm (2) sublinear regret (2) bandit optimization (2) contextual bandit (2) exploration-exploitation tradeoff (2)

Papers

Gaussian Process Bandits for Top-k Recommendations NeurIPS 2024 Weighted Gaussian Process Bandits for Non-stationary Environments AISTATS 2022 Regret Bound for Safe Gaussian Process Bandit Optimization L4DC 2020 Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization JMLR 2014 High-Dimensional Gaussian Process Bandits NeurIPS 2013 Contextual Gaussian Process Bandit Optimization NeurIPS 2011