The Double-Edged Nature of the Rashomon Set for Trustworthy Machine Learning

Ethan Hsu, Harry Chen, Chudi Zhong +1

Real-world machine learning (ML) pipelines rarely produce a single model; instead, they produce a Rashomon set of many near-optimal ones. We show that this multiplicity reshapes ke…