Nonparametric detection of signals by information theoretic criteria: performance analysis and an improved estimator.
Boaz NadlerPublished in: IEEE Trans. Signal Process. (2010)
Keyphrases
- information theoretic
- mutual information
- information theory
- theoretic framework
- information bottleneck
- jensen shannon divergence
- multi modality
- computational learning theory
- information theoretic measures
- kullback leibler divergence
- least squares
- log likelihood
- maximum likelihood
- minimum description length
- entropy measure
- data mining
- machine learning
- distributional clustering
- kl divergence
- bayesian networks