Deep Belief Network Training Improvement Using Elite Samples Minimizing Free Energy.
Mohammad Ali KeyvanradMohammad Mehdi HomayounpourPublished in: CoRR (2014)
Keyphrases
- free energy
- deep belief networks
- restricted boltzmann machine
- approximate inference
- loopy belief propagation
- training set
- fixed point
- belief propagation
- upper bound
- probabilistic model
- unsupervised learning
- machine learning
- posterior distribution
- deep learning
- structured prediction
- competitive learning
- supervised learning
- graphical models
- message passing
- gaussian process
- latent variables
- neural network
- closed form
- active learning
- lower bound
- computer vision