Avishek Ghosh

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

2025 · arXiv (Cornell University)

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 understand its underlying mechanisms, we study the …