Training Latent Variable Models with Auto-encoding Variational Bayes: A Tutorial.
Yang Zhi-HanPublished in: CoRR (2022)
Keyphrases
- variational bayes
- latent variables
- latent variable models
- latent dirichlet allocation
- probabilistic model
- posterior distribution
- topic models
- hidden variables
- gaussian process
- random variables
- prior knowledge
- gaussian mixture model
- approximate inference
- training set
- hyperparameters
- bayesian learning
- expectation propagation
- bayesian framework
- bayesian inference
- maximum likelihood
- probability distribution
- free energy
- hidden markov models