Machine Learning (ML) is increasingly used to automate impactful decisions, which leads to concerns regarding their correctness, reliability, and fairness. We envision highly-automated software platforms to assist data scientists with developing, …
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 direction.