Learning structured prediction models: a large margin approach.
Benjamin TaskarVassil ChatalbashevDaphne KollerCarlos GuestrinPublished in: ICML (2005)
Keyphrases
- structured prediction
- structured output
- maximum margin
- structured learning
- conditional random fields
- latent variables
- discriminative learning
- max margin
- approximate inference
- efficient learning
- belief networks
- graphical models
- learning algorithm
- markov networks
- probabilistic model
- active learning
- learning models
- learning problems
- learning tasks
- generative model
- knn
- hidden markov models