Bayesian Parameter Estimation with Guarantees via Interval Analysis and Simulation.
Michele BorealeLuisa CollodiPublished in: VMCAI (2023)
Keyphrases
- parameter estimation
- maximum likelihood
- interval analysis
- posterior distribution
- least squares
- bayesian model selection
- model selection
- parameter estimation algorithm
- em algorithm
- markov random field
- constrained optimization
- random fields
- expectation maximization
- autocalibration
- machine learning
- constraint propagation
- parameter estimates
- data mining
- image segmentation
- image processing
- bayesian networks