An EM Algorithm on BDDs with Order Encoding for Logic-based Probabilistic Models.
Masakazu IshihataYoshitaka KameyaTaisuke SatoShin-ichi MinatoPublished in: ACML (2010)
Keyphrases
- em algorithm
- expectation maximization
- probabilistic model
- mixture model
- hidden variables
- gaussian mixture model
- generative model
- parameter estimation
- maximum likelihood
- maximum likelihood estimation
- incomplete data
- gaussian mixture
- language model
- log likelihood
- maximum a posteriori
- density estimation
- finite mixture model
- expectation maximisation
- likelihood maximization
- unsupervised learning
- graphical models
- bayesian networks
- bayesian inference
- conditional random fields
- topic models
- parameter learning
- model based clustering
- high dimensional
- mixture modeling
- image segmentation