"Say EM" for Selecting Probabilistic Models for Logical Sequences.
Kristian KerstingTapani RaikoPublished in: UAI (2005)
Keyphrases
- probabilistic model
- expectation maximization
- generative model
- graphical models
- mixture model
- latent variables
- em algorithm
- bayesian inference
- bayesian networks
- hidden markov models
- language model
- conditional random fields
- gaussian mixture model
- bayesian framework
- topic models
- gaussian distribution
- probabilistic latent semantic analysis
- logical operations
- unsupervised learning
- parameter estimation
- sequential patterns
- higher order
- conditional probabilities
- selection algorithm
- computer vision
- genetic algorithm
- hidden variables
- event sequences
- databases
- probabilistic modeling
- logical reasoning
- database