Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent. - Mehdi Abbana Bennani; Masashi Sugiyama (CoRR, 2020)

A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix. - Thang Doan; Mehdi Abbana Bennani; Bogdan Mazoure; Guillaume Rabusseau; Pierre Alquier (AISTATS, 2021)