Learning Maximum Margin Markov Networks from examples with missing labels.
Vojtech FrancAndrii YermakovPublished in: ACML (2021)
Keyphrases
- maximum margin
- markov networks
- structured output
- structured prediction
- learning algorithm
- discriminative learning
- max margin
- multi task
- graphical models
- hidden variables
- maximum likelihood
- hyperplane
- support vector
- pattern classification
- training examples
- belief propagation
- learning tasks
- multiple kernel learning
- conditional random fields
- conditional likelihood
- bayesian networks
- training data
- support vector machine
- bayesian framework
- reinforcement learning
- first order logic
- machine learning
- maximum entropy discrimination
- learning models
- learning problems
- higher order
- feature selection