Subspace Learning for Effective Meta-Learning

Weisen Jiang, James Kwok, Yu Zhang

Abstract: Meta-learning aims to extract meta-knowledge from historical tasks to accelerate learning on new tasks. Typical meta-learning algorithms like MAML learn a globally-shared meta-model for all tasks. ...