Stable and Uncertainty-Aware Local Post-hoc Explanations Using Active Learning

Sumedha Chugh, Ranjitha Prasad

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0
Keywords: Explainable AI, EIG, BALD, Active Learning, Uncertainity aware explanations, Local Post-hoc Explanations, Bayesian Linear Regression
Submission Number: 268