Zhiyi Chen

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

2023 · Proceedings of the ACM on Management of Data

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-consuming, often requiring the expertise …