The Recycling Gibbs sampler for efficient learning.
Luca MartinoVíctor ElviraGustau Camps-VallsPublished in: Digit. Signal Process. (2018)
Keyphrases
- efficient learning
- gibbs sampler
- bayesian inference
- random fields
- gibbs sampling
- posterior distribution
- markov chain
- learning algorithm
- feature space
- parameter estimation
- conditional random fields
- probabilistic model
- pattern languages
- markov random field
- bayesian framework
- dynamic programming
- prior knowledge
- pairwise
- markov chain monte carlo
- membership queries
- feature selection
- machine learning