Towards Declarative Systems for Data-Centric Machine Learning

Stefan Grafberger, Bojan Karlas, Paul Groth, Sebastian Schelter
June 2023
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Abstract

We argue for a declarative approach to simplify the application of data-centric ML in real-world scenarios, and present our prototypical system MLWHATIF, which takes a first step in this direc- tion.

Publication
Data-Centric Machine Learning Research workshop (DMLR) at ICML (abstract)
Stefan Grafberger
Stefan Grafberger
Ph.D. Student

Data management for machine learning