A Bifocal Measure of Expected Ambiguity in Bayesian Nonlinear Parameter Estimation.
Emanuel WinterforsAndrew CurtisPublished in: Technometrics (2012)
Keyphrases
- parameter estimation
- maximum likelihood
- posterior distribution
- least squares
- em algorithm
- statistical models
- bayesian model selection
- model selection
- random fields
- markov chain monte carlo
- markov random field
- parameter estimation algorithm
- parameter values
- model fitting
- maximum likelihood estimation
- expectation maximization
- parameters estimation
- structure learning
- markov fields
- metropolis hastings algorithm
- approximate inference
- multiple views
- similarity measure
- data mining
- hyperparameters
- prior model
- position estimation
- bayesian networks
- three dimensional
- machine learning