"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 2025posterarXiv:2506.15692
7
citations

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

Sungwon Han, Jinsung Yoon, Sercan Arik et al.

ICML 2024poster

Transitional Uncertainty with Layered Intermediate Predictions

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib

ICML 2024poster