On the noise sensitivity and mutual information of (nested-) canalizing Boolean functions.
Johannes Georg KlotzMartin BossertSteffen SchoberPublished in: ITW (2013)
Keyphrases
- boolean functions
- noise sensitivity
- mutual information
- uniform distribution
- information theoretic
- feature selection
- similarity measure
- dnf formulae
- image registration
- threshold functions
- kullback leibler divergence
- relevant variables
- multi valued
- functional properties
- membership queries
- binary decision diagrams
- read once formulas
- linear threshold
- machine learning
- disjunctive normal form
- prime implicants
- orientation estimation
- decision trees
- computer vision