Statistical Theory of Multi-stage Newton Iteration Algorithm for Online Continual Learning

Xinjia Lu, Chuhan Wang, Qian Zhao +2

We focus on the critical challenge of handling non-stationary data streams in online continual learning environments, where constrained storage capacity prevents complete retention…