Least-Squares Parameter Estimation for State-Space Models with State Equality Constraints.
Rodrigo A. RiccoBruno Otávio Soares TeixeiraPublished in: CoRR (2019)
Keyphrases
- parameter estimation
- least squares
- state space
- maximum likelihood
- model selection
- equality constraints
- markov random field
- random fields
- parameter estimation algorithm
- em algorithm
- estimation problems
- expectation maximization
- markov chain
- dynamic programming
- parameter estimates
- structure learning
- particle filter
- stochastic logic programs
- optimization algorithm
- genetic algorithm
- special case
- optical flow
- search space
- artificial neural networks
- image processing
- learning algorithm