Evidence Estimation for Bayesian Partially Observed MRFs.
Yutian ChenMax WellingPublished in: AISTATS (2013)
Keyphrases
- partially observed
- bayesian estimation
- markov random field
- dempster shafer
- higher order
- bayesian inference
- map estimation
- markov random field prior
- accurate estimation
- estimation algorithm
- computer vision
- bayesian learning
- decision theory
- robust estimation
- belief functions
- message passing
- data sets
- empirical evidence
- maximum entropy
- high order
- parameter estimation
- maximum likelihood
- data driven
- distributed systems
- learning algorithm
- neural network