Sound and Efficient Inference with Probabilistic and Deterministic Dependencies.
Hoifung PoonPedro M. DomingosPublished in: AAAI (2006)
Keyphrases
- efficient inference
- probabilistic inference
- factor graphs
- exact inference
- bayesian networks
- probabilistic model
- conditional random fields
- markov random field
- fully connected
- belief networks
- hidden variables
- generative model
- graphical models
- approximate inference
- markov networks
- structured prediction
- graph structure
- conditional probabilities
- neural network
- posterior probability
- human pose estimation
- belief propagation