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

Nikunj Saunshi Yi Zhang Mikhail Khodak Sanjeev Arora

Published in: CoRR (2020)

Keyphrases

meta learning
sample complexity
learning tasks
inductive learning
theoretical analysis
model selection
learning problems
active learning
machine learning
upper bound
generalization error
learning algorithm
small number
supervised learning
multi class
machine learning algorithms
training set