Nonproduct data-dependent partitions for mutual information estimation: strong consistency and applications.
Jorge F. SilvaShrikanth S. NarayananPublished in: IEEE Trans. Signal Process. (2010)
Keyphrases
- data dependent
- mutual information
- information theoretic
- similarity measure
- image registration
- generalization bounds
- rademacher complexity
- risk bounds
- computer vision
- parameter estimation
- hash functions
- energy functional
- maximum likelihood
- reproducing kernel hilbert space
- data streams
- image segmentation
- machine learning