Mixed Membership Sparse Gaussian Conditional Random Fields.
Jie YangHenry C. M. LeungSiu-Ming YiuFrancis Y. L. ChinPublished in: ADMA (2017)
Keyphrases
- conditional random fields
- mixed membership
- graphical models
- probabilistic model
- higher order
- hidden markov models
- information extraction
- random fields
- generative model
- variational inference
- maximum entropy
- pairwise
- markov random field
- markov networks
- structured prediction
- exponential family
- mixture model
- parameter learning
- probabilistic graphical models
- high dimensional
- maximum likelihood
- latent dirichlet allocation
- gaussian distribution
- approximate inference
- text mining
- natural language processing
- structured output
- closed form
- segmentation method