Deep Convolutional Networks are Hierarchical Kernel Machines.

Fabio Anselmi Lorenzo Rosasco Cheston Tan Tomaso A. Poggio

Published in: CoRR (2015)

Keyphrases

kernel machines
deep belief networks
deep learning
semi supervised
support vector
machine learning
multiple kernel learning
training data
upper bound
text classification
semi supervised learning
kernel function
learning scheme
learning machines
restricted boltzmann machine