Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization

18 December 2020

Papers citing "Solving Black-Box Optimization Challenge via Learning Search Space Partition for Local Bayesian Optimization"

4 / 4 papers shown

Title
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 32 6 0 25 Jul 2023
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution Lixue Cheng Ziyi Yang Chang-Yu Hsieh Ben Liao Shengyu Zhang 27 6 0 19 May 2022
Multi-objective Optimization by Learning Space Partitions Yiyang Zhao Linnan Wang Kevin Kaichuang Yang Tianjun Zhang Tian Guo Yuandong Tian 40 17 0 07 Oct 2021
Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 Ryan Turner David Eriksson M. McCourt J. Kiili Eero Laaksonen Zhen Xu Isabelle M Guyon BDL 30 289 0 20 Apr 2021