Sebastian Jäger

From Data Imputation to Data Cleaning — Automated Cleaning of Tabular Data Improves Downstream Predictive Performance

The translation of Machine Learning (ML) research innovations to real-world applications and the maintenance of ML components are hindered by reoccurring challenges, such as reaching high predictive performance, robustness, complying with regulatory constraints, or meeting ethical standards. Many of…