DiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular Data

Peng Li, Zhiyi Chen, Xu Chu +1

Data preprocessing is a crucial step in the machine learning process that transforms raw data into a more usable format for downstream ML models. However, it can be costly and time…