Quantitative Universal Approximation Bounds for Deep Belief Networks.

Julian Sieber Johann Gehringer

Published in: CoRR (2022)

Keyphrases

deep belief networks
deep learning
upper bound
lower bound
hierarchical models
unsupervised learning
probabilistic model
neural network
worst case
approximation algorithms
restricted boltzmann machine
hidden markov models
belief propagation