2024
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model
ICLR 2024poster
In continual learning, catastrophic forgetting is affected by multiple aspects of the tasks. Previous works have analyzed separately how forgetting is affected by either task similarity or overparameterization. In contrast, our paper examines how task similarity and overparameterization jointly affe…