Smoothing and parameter estimation by soft-adherence to governing equations.
Samuel H. RudySteven L. BruntonJ. Nathan KutzPublished in: J. Comput. Phys. (2019)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- em algorithm
- model selection
- markov random field
- statistical models
- parameter values
- approximate inference
- estimation problems
- posterior distribution
- expectation maximization
- random fields
- model fitting
- maximum likelihood estimation
- position estimation
- parameter estimation algorithm
- parameter estimates
- parameters estimation
- generative model
- image sequences
- gibbs sampling
- curve fitting
- covariance matrices
- structure learning
- computer vision