Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds

7 November 2023

Shion Takeno

Yu Inatsu

Masayuki Karasuyama

Papers citing "Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds"

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
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 30 0 0 10 Sep 2024
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 46 41 0 09 Nov 2021
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 401 0 06 Mar 2017