Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks.
Mario MarchandHongyu SuEmilie MorvantJuho RousuJohn Shawe-TaylorPublished in: NIPS (2014)
Keyphrases
- max margin
- markov networks
- structured output
- structured prediction
- maximum margin
- latent variables
- conditional random fields
- graphical models
- maximum likelihood
- multi label
- probabilistic model
- belief propagation
- first order logic
- hidden variables
- multi class
- multi task learning
- bayesian networks
- learning algorithm
- support vector machine
- multiclass classification
- efficient learning
- multi label classification
- bayesian inference
- convex optimization
- multi task
- markov random field
- higher order
- hyperplane
- learning problems
- document classification
- random variables
- generative model
- support vector
- pattern classification
- information extraction
- text categorization
- hidden markov models
- parameter learning
- graph cuts
- feature space
- supervised learning