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Samet Oymak

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#machine learning Preprint Sep 2026

TabFM: A Zero-Shot Foundation Model for Tabular Data

TabFM, a 400M-parameter tabular foundation model that formulates supervised tabular prediction as in-context learning, produces calibrated zero-shot predictions in a single forward pass without task-specific tuning.

Wei-Hao Kong, Erez Louidor Ilan, Shu-Xin Nie et al. · 17 citations · ⚡4
Preprint Jul 2026

Evolutionary Feature Engineering for Structured Data

EFE demonstrates that LLM-based evolution can improve both accuracy and interpretability when automatically tackling structured data, and is found to be particularly effective on classical decision trees.

Ege Onur Taga, Yilin Zhuang, M. E. Ildiz et al. · 0 citations

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