On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization

20 August 2020

Papers citing "On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization"

4 / 4 papers shown

Title
Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance S. Iwazaki Shion Takeno 76 1 0 10 Feb 2025
Lower Bounds for Time-Varying Kernelized Bandits Xu Cai Jonathan Scarlett 32 0 0 22 Oct 2024
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 401 0 06 Mar 2017
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation Ilija Bogunovic Jonathan Scarlett Andreas Krause V. Cevher 56 89 0 24 Oct 2016