From Order to Distribution: An Exact Operator Framework for Forgetting in Continual Learning.

arXiv:2604.13460v2 Announce Type: replace-cross Abstract: A central challenge in continual learning is forgetting: the loss of performance on previously learned tasks after learning new ones. Prior theory has analyzed forgetting under random orderings of fixed