Estimation of generalized linear latent variable models via fully exponential Laplace approximation.
Silvia BianconciniSilvia CagnonePublished in: J. Multivar. Anal. (2012)
Keyphrases
- latent variable models
- generalized linear
- latent variables
- discriminant analysis
- regression model
- real valued
- closed form
- autoregressive
- pattern recognition
- latent dirichlet allocation
- density estimation
- hidden variables
- learning problems
- probabilistic model
- hidden markov models
- gaussian process
- posterior distribution
- expectation propagation