Sample Compression for Self Certified Continual Learning

Jacob Comeau, Mathieu Bazinet, Pascal Germain +1

Continual learning algorithms aim to learn from a sequence of tasks. In order to avoid catastrophic forgetting, most existing approaches rely on heuristics and do not provide compu…