Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down

9 December 2016

Papers citing "Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down"

7 / 7 papers shown

Title
Wasserstein Barycenter Gaussian Process based Bayesian Optimization Antonio Candelieri Andrea Ponti Francesco Archetti 22 0 0 18 May 2025
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regions E. Visser C. E. V. Daalen J. C. Schoeman 50 0 0 19 Nov 2023
Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation Fengxue Zhang Jialin Song James Bowden Alexander Ladd Yisong Yue Thomas Desautels Yuxin Chen 37 6 0 25 Jul 2023
Cautious Bayesian Optimization for Efficient and Scalable Policy Search Lukas P. Frohlich Melanie Zeilinger Edgar D. Klenske OffRL 44 13 0 18 Nov 2020
Scalable Global Optimization via Local Bayesian Optimization Samyam Rajbhandari Michael Pearce Jacob R. Gardner Ryan D. Turner Matthias Poloczek 51 452 0 03 Oct 2019
Optimization, fast and slow: optimally switching between local and Bayesian optimization Mark McLeod Michael A. Osborne Stephen J. Roberts 22 42 0 22 May 2018
Bayesian Multi-Scale Optimistic Optimization Ziyun Wang B. Shakibi L. Jin Nando de Freitas 80 95 0 27 Feb 2014