Entropy, Free Energy, and Work of Restricted Boltzmann Machines.
Sangchul OhAbdelkader BaggagHyunchul NhaPublished in: Entropy (2020)
Keyphrases
- free energy
- restricted boltzmann machine
- loopy belief propagation
- belief propagation
- graphical models
- upper bound
- probabilistic graphical models
- approximate inference
- competitive learning
- fixed point
- information theoretic
- information theory
- posterior distribution
- conditional random fields
- deep learning
- learning algorithm
- semi supervised
- pairwise
- machine learning
- probabilistic inference
- higher order
- message passing
- active learning