Samuel J. Bell

Modeling the Machine Learning Multiverse

2022 · arXiv (Cornell University)

Amid mounting concern about the reliability and credibility of machine learning research, we present a principled framework for making robust and generalizable claims: the multiverse analysis. Our framework builds upon the multiverse analysis (Steegen et …