A Comparison of Algorithms for Learning Hidden Variables in Bayesian Factor Graphs in Reduced Normal Form.
Francesco A. N. PalmieriPublished in: IEEE Trans. Neural Networks Learn. Syst. (2016)
Keyphrases
- hidden variables
- normal form
- learning algorithm
- latent variables
- bayesian networks
- undirected graphical models
- bayesian inference
- generative model
- functional dependencies
- probabilistic model
- parameter learning
- em algorithm
- active learning
- incomplete data
- factor graphs
- pairwise
- markov random field
- maximum likelihood
- co occurrence
- high dimensional