"feature engineering" Papers

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MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement

Jaehyun Nam, Jinsung Yoon, Jiefeng Chen et al.

NEURIPS 2025arXiv:2506.15692
9
citations

The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning

Toby Boyne, Juan Campos, Rebecca Langdon et al.

NEURIPS 2025arXiv:2506.07619
2
citations

Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning

Sungwon Han, Jinsung Yoon, Sercan Arik et al.

ICML 2024arXiv:2404.09491
66
citations

Transitional Uncertainty with Layered Intermediate Predictions

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib

ICML 2024arXiv:2405.17494
3
citations