Accelerated Gradient Descent Estimation for Rational Models by Using Volterra Series: Structure Identification and Parameter Estimation.
Jing ChenFeng DingManfeng HuQuanmin ZhuPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2022)
Keyphrases
- parameter estimation
- least squares
- statistical models
- model selection
- maximum likelihood
- random fields
- markov random field
- estimation problems
- model fitting
- em algorithm
- approximate inference
- expectation maximization
- parameter values
- markov chain monte carlo
- parameter estimates
- parameters estimation
- maximum likelihood estimation
- structure learning
- parameter estimation algorithm
- probabilistic model
- posterior distribution