Variational Bayesian Learning of Probabilistic Discriminative Models With Latent Softmax Variables.
Nisar R. AhmedMark E. CampbellPublished in: IEEE Trans. Signal Process. (2011)
Keyphrases
- discriminative models
- generative model
- latent variable models
- hidden variables
- probabilistic model
- conditional probabilities
- discriminative learning
- latent variables
- latent space
- latent dirichlet allocation
- random variables
- semi supervised learning
- bayesian networks
- mixture model
- em algorithm
- probabilistic inference
- prior knowledge
- posterior probability
- semi supervised
- conditional random fields
- expectation maximization
- bayesian learning
- graphical models
- learning experience
- gaussian process
- weakly supervised
- text classification
- language model