Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis

17 November 2022

Papers citing "Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis"

3 / 3 papers shown

Title
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin Niki van Stein Carola Doerr T. Eftimov 51 1 0 08 Jun 2024
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 85 328 0 20 Sep 2021
Towards Feature-Based Performance Regression Using Trajectory Data Anja Jankovic T. Eftimov Carola Doerr 26 26 0 10 Feb 2021