Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration

30 January 2024

Papers citing "Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration"

3 / 3 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
Optimization on Manifolds via Graph Gaussian Processes Hwanwoo Kim D. Sanz-Alonso Ruiyi Yang 30 2 0 20 Oct 2022
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 49 41 0 09 Nov 2021