Minimax formula for the replica symmetric free energy of deep restricted Boltzmann machines.
Giuseppe GenovesePublished in: CoRR (2020)
Keyphrases
- free energy
- restricted boltzmann machine
- loopy belief propagation
- deep belief networks
- deep learning
- approximate inference
- belief propagation
- unsupervised learning
- competitive learning
- upper bound
- fixed point
- graphical models
- conditional random fields
- learning algorithm
- probabilistic graphical models
- message passing
- machine learning
- probabilistic model
- posterior distribution
- probabilistic inference
- generative model
- latent variables
- higher order
- markov networks
- pairwise
- parameter estimation
- distributed systems
- lower bound
- markov random field