Functional Bregman Divergence and Bayesian Estimation of Distributions
Bela A. FrigyikSantosh SrivastavaMaya R. GuptaPublished in: CoRR (2006)
Keyphrases
- bayesian estimation
- bregman divergences
- kl divergence
- posterior distribution
- exponential family
- hidden variables
- probability distribution
- information theoretic
- kullback leibler divergence
- mahalanobis distance
- maximum likelihood
- latent variables
- graphical models
- maximum entropy
- nearest neighbor
- closed form
- gaussian distribution
- cost sensitive
- bayesian framework
- parameter estimation
- posterior probability
- missing values
- statistical models
- image segmentation
- log likelihood
- support vector
- random variables
- loss function
- mixture model
- generative model
- em algorithm
- probabilistic model