Parameter Estimation in Switching Markov Systems and Unsupervised Smoothing.
Fei ZhengStéphane DerrodeWojciech PieczynskiPublished in: IEEE Trans. Autom. Control. (2019)
Keyphrases
- parameter estimation
- em algorithm
- least squares
- model selection
- statistical models
- random fields
- parameter values
- parameter estimation algorithm
- model fitting
- maximum likelihood
- markov random field
- approximate inference
- expectation maximization
- posterior distribution
- maximum likelihood estimation
- markov chain
- experimental data
- logic programs
- graphical models
- markov model
- high dimensional
- parameter estimates
- image sequences