Towards Declarative Systems for Data-Centric Machine Learning

Abstract

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

Publication
Data-Centric Machine Learning Research (DMLR) Workshop at ICML
Date
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