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January 01, 2025 conference-paper

Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model

Lecture notes in computer science

DOI: 10.1007/978-3-031-90062-4_28 OpenAlex

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References 5

Automated machine learning: past, present and future
2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

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Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features
2022 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

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Comparing Algorithm Selection Approaches on Black-Box Optimization Problems
2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

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Trajectory-based Algorithm Selection with Warm-starting
2022 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

12

citations
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features - Dataset
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Data Management and Algorithms Open access

5

citations

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