Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss.

Jeff Z. HaoChen Colin Wei Adrien Gaidon Tengyu Ma

Published in: CoRR (2021)

Keyphrases

deep learning
unsupervised feature learning
unsupervised learning
mental models
machine learning
deep architectures
data sets
weakly supervised
restricted boltzmann machine
high dimensional
active learning
approximation guarantees