Barriers and Dynamical Paths in Alternating Gibbs Sampling of Restricted Boltzmann Machines.
Clément RousselSimona CoccoRémi MonassonPublished in: CoRR (2021)
Keyphrases
- gibbs sampling
- restricted boltzmann machine
- probabilistic graphical models
- approximate inference
- exact inference
- markov chain
- conditional random fields
- graphical models
- parameter estimation
- topic models
- em algorithm
- belief networks
- expectation maximization
- latent dirichlet allocation
- learning algorithm
- markov chain monte carlo
- semi supervised
- probabilistic inference
- bayesian networks
- variational methods
- belief propagation
- maximum likelihood
- gaussian process
- information retrieval
- transfer learning
- random variables
- text mining
- data association
- probabilistic model
- generative model