Diego Stéfani T. Martinez

Towards Personalized Preprocessing Pipeline Search

2023 · arXiv (Cornell University)

Feature preprocessing, which transforms raw input features into numerical representations, is a crucial step in automated machine learning (AutoML) systems. However, the existing systems often have a very small search space for feature preprocessing with …