"automated machine learning" Papers

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AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench

Edan Toledo, Karen Hambardzumyan, Martin Josifoski et al.

NEURIPS 2025spotlightarXiv:2507.02554
16
citations

Sequential Multi-Agent Dynamic Algorithm Configuration

Chen Lu, Ke Xue, Lei Yuan et al.

NEURIPS 2025arXiv:2510.23535
1
citations

Position: A Call to Action for a Human-Centered AutoML Paradigm

Marius Lindauer, Florian Karl, Anne Klier et al.

ICML 2024arXiv:2406.03348
16
citations