Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent

Yilang Zhang, Bingcong Li, Georgios B. Giannakis

Utilizing task-invariant prior knowledge extracted from related tasks, meta-learning is a principled framework that empowers learning a new task especially when data records are li…