Towards Feature-Based Performance Regression Using Trajectory Data

10 February 2021

Papers citing "Towards Feature-Based Performance Regression Using Trajectory Data"

8 / 8 papers shown

Title
Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model Quentin Renau E. Hart 88 0 0 20 Jan 2025
Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes T. Eftimov Gorjan Popovski Quentin Renau Peter Korošec Carola Doerr 35 12 0 30 Sep 2020
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy Quentin Renau Carola Doerr Johann Dréo Benjamin Doerr 110 59 0 19 Jun 2020
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants Anja Jankovic Carola Doerr 48 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 80 152 0 24 Nov 2017
Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco P. Kerschke 64 102 0 17 Aug 2017
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting N. Hansen A. Auger Raymond Ros Olaf Mersmann Tea Tušar D. Brockhoff 71 429 0 29 Mar 2016
Algorithm Runtime Prediction: Methods & Evaluation Frank Hutter Lin Xu Holger H. Hoos Kevin Leyton-Brown 100 420 0 05 Nov 2012