Deep Learning Meets Sparse Regularization: A signal processing perspective.

Rahul Parhi Robert D. Nowak

Published in: IEEE Signal Process. Mag. (2023)

Keyphrases

deep learning
signal processing
restricted boltzmann machine
unsupervised learning
sparse representation
machine learning
image processing
unsupervised feature learning
weakly supervised
deep architectures
pattern recognition
mental models
high dimensional
viewpoint
learning strategies