Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity.

Hugo Cui Florent Krzakala Eric Vanden-Eijnden Lenka Zdeborová

Published in: ICLR (2024)

Keyphrases

generative model
sample complexity
learning problems
learning algorithm
learning process
supervised learning
prior knowledge
probabilistic model
active learning
learned models
upper bound
learning tasks
em algorithm
machine learning
expectation maximization
special case
dirichlet process mixture models