Consistent Structured Prediction with Max-Min Margin Markov Networks.
Alex Nowak-VilaFrancis R. BachAlessandro RudiPublished in: CoRR (2020)
Keyphrases
- max min
- structured prediction
- markov networks
- maximum margin
- graphical models
- maximum likelihood
- structured output
- first order logic
- bayesian inference
- conditional random fields
- probabilistic model
- belief propagation
- bayesian networks
- hidden variables
- markov random field
- document classification
- hyperplane
- support vector
- conditional probabilities
- pattern classification
- posterior probability
- training data
- random variables
- maximum a posteriori
- latent variables
- approximate inference
- support vector machine
- knowledge representation
- efficient learning
- special case
- generative model