most citedDoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis

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cs.LG2024

Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification

Fu Xing Long, Moritz Frenzel, Peter Krause +3

In landscape-aware algorithm selection problem, the effectiveness of feature-based predictive models strongly depends on the representativeness of training data for practical appli…