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Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification2024 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck, Bas van Stein
0citations -
Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Hao Wang, Manuel López‐Ibáñez, Carola Doerr, Thomas Bäck
1citations -
Euclid preparation. Three-dimensional galaxy clustering in configuration space: Three-point correlation function estimation2026 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Euclid Collaboration, Alfonso Veropalumbo, M. Moresco, F. Marulli, E. Branchini, M Guidi, +94 more
0citations -
Assessing the Generalizability of a Performance Predictive Model2023 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access
Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, +3 more
0citations -
Improving the Performance of Stochastic Local Search for Maximum Vertex Weight Clique Problem Using Programming by Optimization2020 arXiv (Cornell University) preprint Computer Science Constraint Satisfaction and Optimization Open access
Chu Yi, Chuan Wen Luo, Holger H. Hoos, Qingwei Lin, Haihang You
0citations -
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov
1citations -
On the benchmarking of clustering algorithms and hyperparameter influence for cell type detection in single-cell RNA sequencing data2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Aleksandra Szmigiel, Ivan G. Costa, Ricardo J. G. B. Campello
1citations -
LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Georgios Laskaris, Reuben Brasher, Bas van Stein, Elena Raponi, Thomas Bäck, Florian Neukart
0citations -
Efficient Prospective Electric Field-Informed Localization of Motor Cortical Targets of Transcranial Magnetic Stimulation2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Transcranial Magnetic Stimulation Studies Open access
Zsolt Turi, Srilekha Marmavula, Peter Christoph Reinacher, Theo Demerath, Jakob Straehle, Joschka Boedecker, +2 more
1citations