On the Theory of Continual Learning with Gradient Descent for Neural Networks

Hossein Taheri, Avishek Ghosh, Arya Mazumdar

Continual learning, the ability of a model to adapt to an ongoing sequence of tasks without forgetting earlier ones, is a central goal of artificial intelligence. To better underst…