Landscape-Aware Automated Algorithm Configuration using Multi-output
Mixed Regression and Classification

Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification

2 September 2024

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Papers citing "Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification"

10 / 10 papers shown

Title
Explainable Benchmarking for Iterative Optimization Heuristics Niki van Stein Diederick Vermetten Anna V. Kononova Thomas Bäck 106 12 0 31 Jan 2024
MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts Diederick Vermetten Furong Ye Thomas Bäck Carola Doerr 61 8 0 18 Dec 2023
BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances F. Long Diederick Vermetten Bas van Stein Anna V. Kononova 72 21 0 29 Nov 2022
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 136 347 0 20 Sep 2021
A Complementarity Analysis of the COCO Benchmark Problems and Artificially Generated Problems Urban Škvorc T. Eftimov Peter Korošec 56 7 0 27 Apr 2021
Tuning as a Means of Assessing the Benefits of New Ideas in Interplay with Existing Algorithmic Modules Jacob De Nobel Diederick Vermetten Hao Wang Carola Doerr Thomas Bäck 65 46 0 25 Feb 2021
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy Quentin Renau Carola Doerr Johann Dréo Benjamin Doerr 115 60 0 19 Jun 2020
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 84 152 0 24 Nov 2017
Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-Package flacco P. Kerschke 66 102 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 76 429 0 29 Mar 2016

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