ASlib: A Benchmark Library for Algorithm Selection

8 June 2015

Holger Hoos

Papers citing "ASlib: A Benchmark Library for Algorithm Selection"

22 / 22 papers shown

Title
Frugal Algorithm Selection Erdem Kus Ozgur Akgun Nguyen Dang Ian Miguel 23 0 0 17 May 2024
HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection Lukas Fehring Jonas Hanselle Alexander Tornede 15 5 0 31 Oct 2022
Automated Dynamic Algorithm Configuration Steven Adriaensen André Biedenkapp Gresa Shala Noor H. Awad Theresa Eimer Marius Lindauer Frank Hutter 32 36 0 27 May 2022
On the evaluation of (meta-)solver approaches R. Amadini M. Gabbrielli Tong Liu J. Mauro ELM OffRL 15 1 0 17 Feb 2022
Exploring the Feature Space of TSP Instances Using Quality Diversity Jakob Bossek Frank Neumann 26 10 0 04 Feb 2022
Predictive Machine Learning of Objective Boundaries for Solving COPs Helge Spieker A. Gotlieb 13 0 0 04 Nov 2021
Machine Learning for Online Algorithm Selection under Censored Feedback Alexander Tornede Viktor Bengs Eyke Hüllermeier 34 3 0 13 Sep 2021
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 85 448 0 13 Jul 2021
The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection Anja Jankovic Gorjan Popovski T. Eftimov Carola Doerr 15 23 0 19 Apr 2021
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search Taoan Huang B. Dilkina Sven Koenig 27 25 0 10 Dec 2020
Collaborative Management of Benchmark Instances and their Attributes M. Iser Luca Springer C. Sinz 11 1 0 07 Sep 2020
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants Anja Jankovic Carola Doerr 22 38 0 17 Jun 2020
Extreme Algorithm Selection With Dyadic Feature Representation Alexander Tornede Marcel Wever Eyke Hüllermeier 24 22 0 29 Jan 2020
Algorithm Selection for Image Quality Assessment Markus Wagner Hanhe Lin Shujun Li Dietmar Saupe 13 3 0 19 Aug 2019
On the statistical evaluation of algorithmic's computational experimentation with infeasible solutions I. Carvalho 14 9 0 31 Jan 2019
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 89 1,353 0 15 Nov 2018
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 34 756 0 08 Oct 2018
Predicting Good Configurations for GitHub and Stack Overflow Topic Models Christoph Treude Markus Wagner 20 41 0 13 Apr 2018
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning P. Kerschke Heike Trautmann 27 149 0 24 Nov 2017
Meta-QSAR: a large-scale application of meta-learning to drug design and discovery I. Olier Noureddin M. Sadawi G. R. Bickerton Joaquin Vanschoren C. Grosan Larisa B. Soldatova R. King 14 73 0 12 Sep 2017
OpenML Benchmarking Suites B. Bischl Giuseppe Casalicchio Matthias Feurer Pieter Gijsbers Frank Hutter Michel Lang R. G. Mantovani Jan N. van Rijn Joaquin Vanschoren VLM ELM 41 151 0 11 Aug 2017
A case study of algorithm selection for the traveling thief problem Markus Wagner Marius Lindauer Mustafa Misir Samadhi Nallaperuma Frank Hutter 18 65 0 02 Sep 2016