Generalized Ideal Parent (GIP): Discovering non-Gaussian Hidden Variables.
Yaniv TenzerGal ElidanPublished in: AISTATS (2016)
Keyphrases
- hidden variables
- bayesian networks
- latent variables
- probabilistic model
- generative model
- em algorithm
- bayesian inference
- exponential family
- image processing
- observed variables
- missing values
- gaussian distribution
- incomplete data
- graphical models
- hidden states
- observable variables
- models with hidden variables
- topic models
- mixture model
- posterior distribution
- expectation maximization
- data mining