The effect of ambiguous prior knowledge on Bayesian model parameter inference and prediction.
Simon L. RinderknechtCarlo AlbertMark E. BorsukNele SchuwirthHans R. KünschPeter ReichertPublished in: Environ. Model. Softw. (2014)
Keyphrases
- bayesian model
- prior knowledge
- bayesian framework
- bayesian inference
- bayesian models
- conditional probabilities
- prior information
- posterior distribution
- dirichlet process
- probabilistic model
- dirichlet process mixture models
- latent variables
- parameter values
- hyperparameters
- multi task learning
- learning problems
- parameter space
- theoretical analysis
- training data
- posterior probability
- generative model
- gaussian process
- supervised learning