Exact Inference in Networks with Discrete Children of Continuous Parents
Uri LernerEran SegalDaphne KollerPublished in: CoRR (2013)
Keyphrases
- exact inference
- discrete variables
- graphical models
- approximate inference
- bayesian networks
- probabilistic inference
- belief networks
- belief propagation
- dynamic bayesian networks
- continuous variables
- latent variables
- approximation algorithms
- structured prediction
- conditional random fields
- social networks
- variational methods
- message passing
- markov random field
- probability distribution
- gaussian process
- network structure
- efficient learning
- topic models
- artificial neural networks