Automated Data Preparation for Machine Learning

Sasa Mladenovic, Marius Lindauer, Carola Doerr

Published: 29 Aug 2025, Last Modified: 29 Aug 2025AutoML 2025 Non-Archival Content TrackEveryoneRevisionsBibTeXCC BY 4.0
Submission Type: Non-traditional content
Tldr: This blog post provides a concise preview of our survey on Automated Data Preparation for Machine Learning, and the prospects of expanding AutoML pipelines from raw real-world data to inference, with some insights from data-centric AI.
Link To External Content: https://automl.space/automated-data-preparation-for-machine-learning/
Submission Number: 19