The Behavior and Convergence of Local Bayesian Optimization

The Behavior and Convergence of Local Bayesian Optimization

24 May 2023

Jacob R. Gardner

Papers citing "The Behavior and Convergence of Local Bayesian Optimization"

10 / 10 papers shown

Title
Adaptive Replication Strategies in Trust-Region-Based Bayesian Optimization of Stochastic Functions Mickael Binois Jeffrey Larson 74 0 0 29 Apr 2025
End-to-End Optimal Detector Design with Mutual Information Surrogates K. Wozniak Stephen Mulligan J. Kieseler Markus Klute Francois Fleuret Tobias Golling 63 1 0 18 Mar 2025
Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do? Anastasia S. Georgiou Daniel Jungen Luise F. Kaven Verena Hunstig Constantine Frangakis Ioannis G. Kevrekidis Alexander Mitsos 46 0 0 05 Mar 2025
Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems Yunyue Wei Zeji Yi Hongda Li Saraswati Soedarmadji Yanan Sui 36 0 0 31 Dec 2024
Local Bayesian Optimization for Controller Tuning with Crash Constraints Alexander von Rohr David Stenger Dominik Scheurenberg Sebastian Trimpe 78 1 0 25 Nov 2024
Simulation-Aided Policy Tuning for Black-Box Robot Learning Shiming He Alexander von Rohr Dominik Baumann Ji Xiang Sebastian Trimpe 87 0 0 21 Nov 2024
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization Zheyi Fan Wenyu Wang Szu Hui Ng Q. Hu 24 1 0 24 May 2024
CAGES: Cost-Aware Gradient Entropy Search for Efficient Local Multi-Fidelity Bayesian Optimization Wei-Ting Tang J. Paulson 22 1 0 13 May 2024
Vanilla Bayesian Optimization Performs Great in High Dimensions Carl Hvarfner E. Hellsten Luigi Nardi 34 17 0 03 Feb 2024
Local Latent Space Bayesian Optimization over Structured Inputs Natalie Maus Haydn Thomas Jones Juston Moore Matt J. Kusner John Bradshaw Jacob R. Gardner BDL 61 70 0 28 Jan 2022