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Comparison of Low-budget Black-box Optimization Algorithms on BBOB2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud
1citations -
Comparison of Low-budget Black-box Optimization Algorithms on BBOB2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud
0citations -
"Comparing Algorithm Selection Approaches on Black-Box Optimization Problems"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Anja Jankovič, Diederick Vermetten, Sašo Džeroski, Tome Eftimov, Carola Doerr
1citations -
"Comparing Algorithm Selection Approaches on Black-Box Optimization Problems"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Anja Jankovič, Diederick Vermetten, Sašo Džeroski, Tome Eftimov, Carola Doerr
0citations -
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization - Reproducibility Repository2023 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovič, Ana Nikolikj, Urban Škvorc, +3 more
0citations -
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovič, Ana Nikolikj, Urban Škvorc, +3 more
1citations -
Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Manuel López‐Ibáñez, Diederick Vermetten, Johann Dréo, Carola Doerr
21citations -
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Konstantin Dietrich, Diederick Vermetten, Carola Doerr, Pascal Kerschke
9citations -
A survey of features used for representing black-box single-objective continuous optimization2026 Swarm and Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Gjorgjina Cenikj, Ana Nikolikj, Gašper Petelin, Bas van Stein, Carola Doerr, Tome Eftimov
3citations -
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud
10citations -
Interpreting Black-box Machine Learning Models for High Dimensional Datasets2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, +1 more
19citations -
Quantum-enhanced selection operators for evolutionary algorithms2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
David Von Dollen, Sheir Yarkoni, Daniel Weimer, Florian Neukart, Thomas Bäck
5citations -
Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection2020 IEEE Symposium on Visualization for Cyber Security (VIZSEC) conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Franziska Becker, Arthur Drichel, Christoph Müller, Thomas Ertl
15citations