SemPipes -- Optimizable Semantic Data Operators for Tabular Machine Learning Pipelines

Olga Ovcharenko, Matthias Boehm, Sebastian Schelter

Real-world machine learning on tabular data relies on complex data preparation pipelines for prediction, data integration, augmentation, and debugging. Designing these pipelines re…