Finiteness of redundancy, regret, Shtarkov sums, and Jeffreys integrals in exponential families.
Peter GrünwaldPeter HarremoësPublished in: ISIT (2009)
Keyphrases
- exponential family
- closed form
- graphical models
- density estimation
- maximum likelihood
- log likelihood
- statistical models
- missing values
- variational bayes
- mixture model
- random variables
- order statistics
- bregman divergences
- loss function
- hidden variables
- variational methods
- parameter estimation
- probability density function
- probabilistic model
- em algorithm
- markov chain monte carlo
- semi supervised
- data sets