Auto-Encoding Variational Bayes for Inferring Topics and Visualization.
Dang PhamTuan M. V. LePublished in: COLING (2020)
Keyphrases
- variational bayes
- latent dirichlet allocation
- topic models
- bayesian inference
- latent variables
- gaussian mixture model
- free energy
- exponential family
- bayesian learning
- hyperparameters
- generative model
- posterior distribution
- information retrieval
- self organizing maps
- data analysis
- bayesian framework
- mixture model
- closed form
- statistical model
- cross validation
- random sampling
- em algorithm
- graph cuts
- expectation maximization
- upper bound
- probabilistic model
- lower bound