FactorialHMM: fast and exact inference in factorial hidden Markov models.
Regev SchweigerYaniv ErlichShai CarmiPublished in: Bioinform. (2019)
Keyphrases
- hidden markov models
- exact inference
- conditional random fields
- graphical models
- approximate inference
- bayesian networks
- probabilistic inference
- structured prediction
- belief networks
- belief propagation
- latent variables
- probabilistic model
- variational methods
- dynamic bayesian networks
- approximation algorithms
- structure learning
- model selection
- pairwise