Multi-Scale Zero-Order Optimization of Smooth Functions in an RKHS

11 May 2020

Papers citing "Multi-Scale Zero-Order Optimization of Smooth Functions in an RKHS"

5 / 5 papers shown

Title
Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance S. Iwazaki Shion Takeno 85 1 0 10 Feb 2025
Differentially Private Kernelized Contextual Bandits Nikola Pavlovic Sudeep Salgia Qing Zhao 42 1 0 13 Jan 2025
Instance-Dependent Regret Analysis of Kernelized Bandits S. Shekhar T. Javidi 29 3 0 12 Mar 2022
Optimal Order Simple Regret for Gaussian Process Bandits Sattar Vakili N. Bouziani Sepehr Jalali A. Bernacchia Da-shan Shiu 39 51 0 20 Aug 2021
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization Marco Rando Luigi Carratino S. Villa Lorenzo Rosasco 44 5 0 16 Jun 2021