The exponential family in abstract information theory
Jan NaudtsBen AnthonisPublished in: CoRR (2013)
Keyphrases
- information theory
- exponential family
- information theoretic
- log likelihood
- maximum likelihood
- closed form
- density estimation
- bregman divergences
- graphical models
- statistical models
- kl divergence
- missing values
- mixture model
- mutual information
- variational methods
- order statistics
- machine learning
- probability density function
- multiscale
- markov chain monte carlo
- hyperparameters
- image analysis
- kullback leibler divergence
- image quality
- unsupervised learning