Training Restricted Boltzmann Machines via the Thouless-Anderson-Palmer Free Energy.
Marylou GabriéEric W. TramelFlorent KrzakalaPublished in: CoRR (2015)
Keyphrases
- restricted boltzmann machine
- free energy
- loopy belief propagation
- contrastive divergence
- deep learning
- conditional random fields
- upper bound
- belief propagation
- fixed point
- probabilistic graphical models
- approximate inference
- posterior distribution
- learning algorithm
- competitive learning
- markov random field
- probability distribution
- optical flow
- maximum likelihood
- message passing
- graphical models
- pairwise