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News/Adaptive Graph-of-Islands Evolution for Automatic Feature Engineering with LLMs
arxiv
PublishedSeptember 3, 2026 at 4:00 AM

Adaptive Graph-of-Islands Evolution for Automatic Feature Engineering with LLMs

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arXiv:2607.23286v2 Announce Type: replace Abstract: Automatic feature engineering (AutoFE) for tabular data requires discovering informative transformations from a large program space. Existing approaches suffer from three limitations: classical methods rely on fixed operator libraries with limited

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