Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction

30 May 2023

Papers citing "Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction"

8 / 8 papers shown

Title
RF+clust for Leave-One-Problem-Out Performance Prediction Ana Nikolikj Carola Doerr T. Eftimov 45 6 0 23 Jan 2023
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 53 37 0 20 Apr 2022
Explainable Landscape Analysis in Automated Algorithm Performance Prediction R. Trajanov Stefan Dimeski Martin Popovski Peter Korošec T. Eftimov 50 13 0 22 Mar 2022
The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection Anja Jankovic Gorjan Popovski T. Eftimov Carola Doerr 38 23 0 19 Apr 2021
Towards Feature-Based Performance Regression Using Trajectory Data Anja Jankovic T. Eftimov Carola Doerr 50 26 0 10 Feb 2021
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants Anja Jankovic Carola Doerr 41 38 0 17 Jun 2020
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 75 151 0 24 Nov 2017
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 228 2,810 0 18 Nov 2015