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20232026
most citedPS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization

1 citations · 1 across the 2 of their papers we have counts for

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cs.AI2025

Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction

Ana Kostovska, Carola Doerr, Sašo Džeroski +2

Automated algorithm performance prediction in numerical blackbox optimization often relies on problem characterizations, such as exploratory landscape analysis features. These feat…