Towards strongly consistent online HMM parameter estimation using one-step Kerridge inaccuracy.
Timothy L. MolloyJason J. FordPublished in: Signal Process. (2015)
Keyphrases
- parameter estimation
- maximum likelihood
- hidden markov models
- least squares
- markov random field
- parameter estimation algorithm
- model selection
- statistical models
- em algorithm
- parameter values
- random fields
- expectation maximization
- maximum likelihood estimation
- posterior distribution
- gibbs sampling
- estimation problems
- model fitting
- parameters estimation
- structure learning
- approximate inference
- data mining
- bayesian model selection
- parameter estimates
- image sequences
- computer vision