Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference.
Xue-Xin WeiAlan A. StockerPublished in: NIPS (2012)
Keyphrases
- bayesian inference
- prior information
- bayesian model
- probabilistic model
- variational inference
- hyperparameters
- prior distribution
- prior knowledge
- gibbs sampler
- variational bayes
- probabilistic modeling
- statistical inference
- prior probabilities
- hierarchical bayesian
- bayesian models
- data sets
- likelihood model
- weighted model counting