Probabilistic Models for Inference about Identity.
Simon PrincePeng LiYun FuUmar MohammedJames H. ElderPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2012)
Keyphrases
- probabilistic model
- bayesian inference
- graphical models
- bayesian networks
- probabilistic modeling
- random fields
- probabilistic inference
- undirected graphical models
- conditional random fields
- variational inference
- exact inference
- generative model
- inference process
- mixture model
- conditional probabilities
- bayesian model
- latent variables
- belief networks
- hidden variables
- structured prediction
- efficient learning
- identity management
- crf model
- unified framework
- database
- belief propagation
- expectation maximization
- approximate inference
- inference engine
- parameter learning
- random variables
- probability distribution
- pairwise
- case study
- social networks
- genetic algorithm
- information retrieval
- neural network
- real time