Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations

27 June 2012

Papers citing "Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations"

6 / 6 papers shown

Title
Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance S. Iwazaki Shion Takeno 106 2 0 10 Feb 2025
Tight Regret Bounds for Bayesian Optimization in One Dimension Jonathan Scarlett 94 27 0 30 May 2018
Convergence rates of efficient global optimization algorithms Adam D. Bull 95 641 0 18 Jan 2011
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning E. Brochu Vlad M. Cora Nando de Freitas GP 116 2,437 0 12 Dec 2010
Portfolio Allocation for Bayesian Optimization E. Brochu Matthew W. Hoffman Nando de Freitas 381 279 0 28 Sep 2010
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 358 467 0 17 Aug 2007