A Sample Complexity Separation between Non-Convex and Convex Meta-Learning.

Nikunj Saunshi Yi Zhang Mikhail Khodak Sanjeev Arora

Published in: ICML (2020)

Keyphrases

meta learning
sample complexity
learning tasks
model selection
inductive learning
active learning
upper bound
learning problems
theoretical analysis
lower bound
sample size