The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection

19 April 2021

Papers citing "The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection"

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 54 1 0 08 Jun 2024
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features Ana Kostovska Anja Jankovic Diederick Vermetten Jacob De Nobel Hao Wang T. Eftimov Carola Doerr 27 37 0 20 Apr 2022
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants Ana Kostovska Diederick Vermetten S. Džeroski Carola Doerr Peter Korošec T. Eftimov 28 8 0 15 Apr 2022