On the ERM Principle in Meta-Learning

Yannay Alon, Steve Hanneke, Shay Moran +1

Classic supervised learning involves algorithms trained on $n$ labeled examples to produce a hypothesis $h\in \mathcal{H}$ aimed at performing well on unseen examples. Meta-learni…