Rapid parameter estimation of discrete decaying signals using autoencoder networks.
Jim C. VisschersDmitry BudkerLykourgos BougasPublished in: Mach. Learn. Sci. Technol. (2021)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- em algorithm
- model selection
- statistical models
- markov random field
- parameter estimation algorithm
- random fields
- model fitting
- maximum likelihood estimation
- parameter values
- approximate inference
- estimation problems
- parameters estimation
- computer vision
- posterior distribution
- position estimation
- synthetic aperture radar
- expectation maximization
- structure learning
- hidden markov models
- gibbs sampling
- parameter estimates
- image processing