A Conformal Predictive Measure for Assessing Catastrophic Forgetting

Ioannis Pitsiorlas, Nour Jamoussi, Marios Kountouris

This work introduces a novel methodology for assessing catastrophic forgetting (CF) in continual learning. We propose a new conformal prediction (CP)-based metric, termed the Confo…