Information theoretic validity of penalized likelihood.
Sabyasachi ChatterjeeAndrew R. BarronPublished in: ISIT (2014)
Keyphrases
- information theoretic
- penalized likelihood
- log likelihood
- mutual information
- information theory
- maximum likelihood
- theoretic framework
- em algorithm
- multi modality
- information theoretic measures
- relative entropy
- exponential family
- jensen shannon divergence
- computational learning theory
- minimum description length
- entropy measure
- kullback leibler divergence
- expectation maximization
- image processing
- pattern recognition