Copula-like Variational Inference.
Marcel HirtPetros DellaportasAlain DurmusPublished in: CoRR (2019)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic model
- variational methods
- posterior distribution
- probabilistic graphical models
- latent dirichlet allocation
- gaussian process
- mixture model
- closed form
- exponential family
- exact inference
- approximate inference
- graphical models
- prior information
- factor graphs
- hyperparameters
- probability density function
- joint distribution
- bayesian framework
- latent variables
- machine learning
- belief propagation
- markov networks
- maximum likelihood
- text mining
- first order logic
- parameter estimation
- higher order
- least squares
- bayesian networks