REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees

Simon D. Nguyen, Hayden McTavish, Kentaro Hoffman +2

Active learning reduces labeling costs by selecting samples that maximize information gain. A dominant framework, Query-by-Committee (QBC), typically relies on perturbation-based d…