Continuous Mixtures of Tractable Probabilistic Models.
Alvaro H. C. CorreiaGennaro GalaErik QuaeghebeurCassio P. de CamposRobert PeharzPublished in: AAAI (2023)
Keyphrases
- probabilistic model
- mixture model
- expectation maximization
- graphical models
- discrete data
- generative model
- latent variables
- language model
- bayesian inference
- probabilistic modeling
- conditional random fields
- gaussian mixture
- computational complexity
- bayesian networks
- gaussian mixture model
- markov networks
- continuous data
- real time
- probability distribution
- special case
- em algorithm
- multiscale
- information systems
- learning algorithm
- computationally tractable
- database
- source separation
- exact computation