Zebin He

Two-Stage Feature Generation with Transformer and Reinforcement Learning

2025 · arXiv (Cornell University)

Feature generation is a critical step in machine learning, aiming to enhance model performance by capturing complex relationships within the data and generating meaningful new features. Traditional feature generation methods heavily rely on domain expertise …