A Bayesian framework for regularization.

Daniel Keren Michael Werman

Published in: ICPR (3) (1994)

Keyphrases

bayesian framework
generative model
prior knowledge
posterior probability
gaussian process
hyperparameters

probability density function
maximum a posteriori
prior distribution
posterior distribution
bayesian formulation

expectation maximization
bayesian model
regularization term
regression model
em algorithm

probabilistic model
bayesian methods
data sets
dimensionality reduction
clustering algorithm