Efficient Inference for Untied MLNs.
Somdeb SarkhelDeepak VenugopalNicholas RuozziVibhav GogatePublished in: IJCAI (2017)
Keyphrases
- efficient inference
- markov networks
- graphical models
- probabilistic inference
- hidden variables
- fully connected
- maximum likelihood
- first order logic
- structured prediction
- conditional random fields
- belief propagation
- probabilistic model
- markov random field
- probabilistic graphical models
- maximum margin
- bayesian inference
- exact inference
- approximate inference
- document classification
- graph structure
- human pose estimation
- linear models
- bayesian networks
- factor graphs
- video sequences
- influence diagrams
- machine learning
- computer vision
- inductive logic programming
- posterior probability
- generative model
- higher order
- learning algorithm