Boxuan Li

Fast Rashomon Sets of Sparse Rule Sets

2026 · Machine Learning

Abstract A sparse rule set (SRS) is a small predictive model that is a disjunctive normal form – an “OR of ANDs”. SRS models are understandable to human experts and robust to outliers. Constructing an …