Towards Declarative Systems for Data-Centric Machine Learning


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.

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

Data management for machine learning