DEMI: Discriminative Estimator of Mutual Information.
Ruizhi LiaoDaniel MoyerPolina GollandWilliam M. Wells IIIPublished in: CoRR (2020)
Keyphrases
- mutual information
- feature selection
- information theoretic
- image registration
- selection criterion
- multi modal image registration
- similarity measure
- maximum likelihood
- medical image registration
- least squares
- discriminative features
- information gain
- feature extraction
- discriminative power
- error estimation
- kullback leibler divergence
- variance estimator
- maximum a posteriori
- discriminative training
- statistical dependence
- semi supervised
- information theoretic criterion
- unsupervised learning
- importance sampling
- bayesian network classifiers
- multi view
- shannon entropy
- information theoretic measures
- conditional mutual information