conftrace_

bandit optimization

32 papers

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Co-occurring keywords

gaussian process (1200) regret bound (1926) bayesian optimization (624) reproducing kernel hilbert space (334) multi-armed bandit (1098) kernel methods (1097) upper confidence bound (197) convex optimization (1321) information gain (93) sublinear regret (88)

Papers

Batched Gaussian Process Bandit Optimization via Determinantal Point Processes NIPS 2016
Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations NIPS 2016
(Bandit) Convex Optimization with Biased Noisy Gradient Oracles AISTATS 2016
Volumetric Spanners: an Efficient Exploration Basis for Learning COLT 2014
The Blinded Bandit: Learning with Adaptive Feedback NIPS 2014
On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization COLT 2013
Regret Bounds for Gaussian Process Bandit Problems AISTATS 2010