A Convergence Theory for Deep Learning via Over-Parameterization.

Zeyuan Allen-Zhu Yuanzhi Li Zhao Song

Published in: CoRR (2018)

Keyphrases

deep learning
unsupervised learning
machine learning
unsupervised feature learning
mental models
weakly supervised
data sets
computer vision
information retrieval
decision making
image processing
pairwise
long range
restricted boltzmann machine