Northeastern University; Department of Electrical and Computer Engineering, Technion
Daniel Goldfarb, Itay Evron, Nir Weinberger, Daniel Soudry, Paul Hand
deep learning;continual learning;overparameterization;task similarity;catastrophic forgetting;theory
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model