Bayesian Intractability Is Not an Ailment That Approximation Can Cure.
Johan KwisthoutTodd WarehamIris van RooijPublished in: Cogn. Sci. (2011)
Keyphrases
- marginal likelihood
- monte carlo sampling
- efficient computation
- early stage
- np complete
- approximation algorithms
- bayesian networks
- maximum likelihood
- closed form
- approximation methods
- bayesian estimation
- error bounds
- bayesian decision
- database
- bayesian learning
- data driven
- maximum entropy
- model selection
- similarity measure
- machine learning
- data mining
- databases