Consistent HMM parameter estimation using Kerridge inaccuracy rates.
Timothy L. MolloyJason J. FordPublished in: AuCC (2013)
Keyphrases
- parameter estimation
- hidden markov models
- least squares
- maximum likelihood
- markov random field
- parameter estimation algorithm
- model selection
- statistical models
- em algorithm
- maximum likelihood estimation
- expectation maximization
- random fields
- posterior distribution
- model fitting
- parameters estimation
- parameter estimates
- approximate inference
- conditional random fields
- parameter values
- machine learning
- video sequences