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06/08/2023
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems
The application of machine learning (ML) models to the analysis of optim...
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05/31/2023
Assessing the Generalizability of a Performance Predictive Model
A key component of automated algorithm selection and configuration, whic...
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09/09/2022
Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration
Algorithm selection wizards are effective and versatile tools that autom...
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04/25/2022
SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison
Fair algorithm evaluation is conditioned on the existence of high-qualit...
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10/05/2021