Reconciling meta-learning and continual learning with online mixtures of tasks

Ghassen Jerfel, Erin Grant, Thomas L. Griffiths +1

Learning-to-learn or meta-learning leverages data-driven inductive bias to increase the efficiency of learning on a novel task. This approach encounters difficulty when transfer is…