Data-Driven Parameter Estimation of Lumped-Element Models via Automatic Differentiation.
Alessandro Ilic MezzaRiccardo GiampiccoloAlberto BernardiniPublished in: IEEE Access (2023)
Keyphrases
- parameter estimation
- data driven
- statistical models
- maximum likelihood
- model selection
- random fields
- model fitting
- least squares
- markov random field
- em algorithm
- estimation problems
- posterior distribution
- parameter values
- maximum likelihood estimation
- parameter estimation algorithm
- statistical model
- approximate inference
- expectation maximization
- markov chain monte carlo
- parameters estimation
- parameter estimates
- structure learning
- higher order
- gibbs sampling
- probabilistic model
- image sequences