A semiparametric generative model for efficient structured-output supervised learning.
Fabrizio CostaAndrea PasseriniMarco LippiPaolo FrasconiPublished in: Ann. Math. Artif. Intell. (2008)
Keyphrases
- generative model
- discriminative learning
- supervised learning
- structured output
- probabilistic model
- semi supervised
- semi parametric
- em algorithm
- conditional random fields
- bayesian framework
- mixture model
- latent dirichlet allocation
- prior knowledge
- posterior probability
- active learning
- expectation maximization
- language model
- object categories
- structured prediction
- reinforcement learning
- data sets
- training set
- image processing
- feature selection