A Multi-Layer Graphical Model for Approximate Identity Matching.
G. Alan WangPublished in: AMCIS (2005)
Keyphrases
- graphical models
- multi layer
- belief propagation
- probabilistic model
- probabilistic inference
- probabilistic graphical models
- random variables
- bayesian networks
- approximate inference
- neural network
- markov networks
- matching algorithm
- belief networks
- neural nets
- conditional random fields
- map inference
- image matching
- conditional independence
- conditional dependencies
- gaussian graphical models
- exact inference
- factor graphs
- model selection
- particle filter
- markov random field
- active learning
- prior knowledge
- efficient inference algorithms