Exact Inference in Networks with Discrete Children of Continuous Parents.
Uri LernerEran SegalDaphne KollerPublished in: UAI (2001)
Keyphrases
- exact inference
- discrete variables
- graphical models
- bayesian networks
- approximate inference
- belief networks
- probabilistic inference
- continuous variables
- belief propagation
- approximation algorithms
- structured prediction
- latent variables
- probabilistic model
- dynamic bayesian networks
- variational methods
- conditional random fields
- gaussian process
- least squares
- random variables
- markov networks
- structure learning
- parameter estimation
- social networks
- level set
- prior knowledge