Diederick Vermetten
2 papers · Latest:
Neural & Evolutionary Computing
On the Influence of the Feature Computation Budget on Per-Instance Algorithm Selection for Black-Box Optimization
PIAS for black-box optimization remains viable even when a significant budget is spent on feature computation, though optimal budget varies.
2605.04954
Neural & Evolutionary ComputingSimilarity-based Portfolio Construction for Black-box Optimization
This paper introduces similarity-based portfolios for black-box optimization, outperforming single-solver approaches and traditional baselines.
2604.18196
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