Activities like Seminars, Tutorials, and Talks that promote research in Automated Algorithm Design, Configuration, and Selection.
Seminars
- Automated Machine Learning for Computational Mechanics at Dagstuhl Seminar 2024 by Hyunsun Alicia Kim, Lars Kotthoff, Marius Lindauer, and Elena Raponi.
- Synergizing Theory and Practice of Automated Algorithm Design for Optimization at Dagstuhl Seminar 2023 by Martin S. Krejca, Marius Lindauer, Manuel López-Ibáñez, and Katherine M. Malan.
Tutorials
- Benchmarking and Analyzing Iterative Optimization Heuristics with IOHprofiler at GECCO 2024 by Carola Doerr, Diederick Vermetten, Jacob de Nobel Leiden, and Thomas Bäck.
- Statistical Analyses for Single-objective Stochastic Optimization Algorithms at GECCO 2024 by Tome Eftimov and Peter Korošec.
- Transfer Learning in Evolutionary Spaces at GECCO 2024 by Nelishia Pillay.
- Towards Better Explainable AI Through Genetic Programming at WCCI/CEC 2024 by Yi Mei, Qi Chen, Andrew B. J Lensen, Bing Xue, and Mengjie Zhang
- Evolutionary Algorithms and Hyper-Heuristics at WCCI/CEC 2024 by Nelishia Pillay
- Genetic Programming and Machine Learning for Scheduling at WCCI/CEC 2024 by Fangfang Zhang, Mengjie Zhang, Yi Mei, and Su Nguyen.
- Benchmarking and Analyzing Iterative Optimization Heuristics with IOHprofiler at WCCI/CEC 2024 by Elena Raponi, Thomas Bäck, Jacob de Nobel, Diederick Vermetten, Anna V Kononova, Niki van Stein, and Carola Doerr.
- Tailor Algorithms: The Art of (Automatic) Design of Metaheuristics (In Spanish) at COMIA 2024 by Jorge M. Cruz-Duarte.
- Runtime Analysis of Population-Based Evolutionary Algorithms at GECCO 2023 by Pietro Oliveto.
- Automated Algorithm Configuration and Design at GECCO 2023 by Thomas Stützle, Manuel Lopez-Ibañez, and Leslie Peréz Cáceres.
- Transfer Learning in Evolutionary Spaces at GECCO 2023 by Nelishia Pillay.
- Transfer Learning in Evolutionary Space at CEC 2023 by Nelishia Pillay.
- Evolutionary Algorithms Hyper-Heuristics at CEC 2023 by Nelishia Pillay.
- AutoML: Accelerating Research on Development of AI Applications at ESSAI 2023 by Marius Lindauer.
Invited Talks
- Automated Design of Selection Hyper-heuristics for Open Vehicle Routing (Keynote) at Optrak Vehicle Routing Conference 2024 by Ender Özcan.
- Automatic Design of Metaheuristics: Leaving Metaphors Aside (In Spanish) at DCC CICESE Seminar 2024 by Jorge M. Cruz-Duarte.
- Optimization of Control Systems: Metaheuristics and Automatic Algorithm Design in Engineering (In Spanish) at GISRe Seminar 2024 by Jorge M. Cruz-Duarte.
- Incorporating Decision-Maker’s Preferences into the Automatic Configuration of Bi-objective Optimisation Algorithms at Joint Lectures in Evolutionary Algorithms (JoLEA) 2023 by Manuel López-Ibáñez.
- Efficient Algorithm Design via Automated Algorithm Selection and Configuration at Euro PhD School 2023 by Marius Lindauer.
- Hyperparameter Optimization at MLOps Conference 2023 (In German) by Katharina Eggensperger and Marius Lindauer.
- Improving Trust and Efficiency via Human-Centered AutoML at Summer School for Responsible AI PhD Programm 2023 by Marius Lindauer
- Automated Design of Algorithms at TU Wien CAIML Colloquium 2023 by Thomas Stützle.
- Automated Algorithm Design at Keynote Speech at ICIAAI 2023 by Mustafa Misir.
- Automated Design of Algorithms: Methods and Application at Universidad Técnica Federico Santa María, 2023, by Thomas Stützle
- Automated Design of Algorithms: Interesting Applications at Pontificia Universidad Catolica de Valparaíso, 2023, by Thomas Stützle.
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