Nonlinear Reduced Models for State and Parameter Estimation.
Albert CohenWolfgang DahmenOlga MulaJames A. NicholsPublished in: SIAM/ASA J. Uncertain. Quantification (2022)
Keyphrases
- parameter estimation
- statistical models
- model selection
- maximum likelihood
- markov random field
- least squares
- random fields
- model fitting
- em algorithm
- estimation problems
- maximum likelihood estimation
- posterior distribution
- state space
- parameter estimates
- approximate inference
- parameter values
- expectation maximization
- machine learning
- statistical model
- random variables
- markov chain monte carlo
- accurate models
- position estimation
- parameter estimation algorithm