Differential Equations for Gaussian Statistical Models with Rational Maximum Likelihood Estimator.
Carlos AméndolaLukas GustafssonKathlén KohnOrlando MariglianoAnna SeigalPublished in: SIAM J. Appl. Algebra Geom. (2024)
Keyphrases
- statistical models
- differential equations
- maximum likelihood estimator
- maximum likelihood
- parameter estimation
- statistical model
- dynamical systems
- variational bayes
- ordinary differential equations
- exponential family
- gaussian distribution
- em algorithm
- gaussian mixture model
- multiscale
- markov networks
- approximate inference
- partial differential equations
- maximum a posteriori
- image processing
- posterior distribution
- random fields
- statistical methods
- expectation maximization