An information-theoretic perspective to kernel independent components analysis.
Jian-Wu XuDeniz ErdogmusRobert JenssenJosé C. PríncipePublished in: ICASSP (5) (2005)
Keyphrases
- information theoretic
- independent components analysis
- mutual information
- information theory
- statistical independence
- theoretic framework
- jensen shannon
- information bottleneck
- jensen shannon divergence
- information theoretic measures
- independent components
- signal processing
- kernel function
- blind source separation
- feature extraction
- kernel methods
- independent component analysis
- feature space
- feature vectors
- similarity measure