Michela Paganini

The Scientific Method in the Science of Machine Learning

2019 · arXiv (Cornell University)

In the quest to align deep learning with the sciences to address calls for rigor, safety, and interpretability in machine learning systems, this contribution identifies key missing pieces: the stages of hypothesis formulation and testing, …