Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization

24 May 2024

Papers citing "Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization"

6 / 6 papers shown

Title
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 87 113 0 31 Jan 2020
Scalable Global Optimization via Local Bayesian Optimization Samyam Rajbhandari Michael Pearce Jacob R. Gardner Ryan D. Turner Matthias Poloczek 67 458 0 03 Oct 2019
A Tutorial on Bayesian Optimization P. Frazier GP 75 1,759 0 08 Jul 2018
Batched Large-scale Bayesian Optimization in High-dimensional Spaces Zi Wang Clement Gehring Pushmeet Kohli Stefanie Jegelka UQCV 31 211 0 05 Jun 2017
Bayesian Optimization with Unknown Constraints M. Gelbart Jasper Snoek Ryan P. Adams 52 446 0 22 Mar 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 258 7,883 0 13 Jun 2012