Structured Learning of Gaussian Graphical Models.
Karthik MohanMichael Jae-Yoon ChungSeungyeop HanDaniela M. WittenSu-In LeeMaryam FazelPublished in: NIPS (2012)
Keyphrases
- structured learning
- gaussian graphical models
- graphical models
- conditional random fields
- belief propagation
- linear models
- maximum margin
- structured prediction
- probabilistic model
- random variables
- markov networks
- belief networks
- markov random field
- training process
- probabilistic inference
- multi class classification
- global features
- linear model