The Sequential Price of Continual Learning.

arXiv:2609.29674v2 Announce Type: replace-cross Abstract: Sequential task updates are fundamental to continual learning, but their recency bias can impose a lasting performance cost. We study this cost in an overparameterized linear-regression model with i.i.d