The Cauchy-Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels.
Robert JenssenJosé C. PríncipeDeniz ErdogmusTorbjørn EltoftPublished in: J. Frankl. Inst. (2006)
Keyphrases
- graph theory
- mercer kernels
- gaussian kernels
- learning algorithm
- feature space
- density estimation
- complex networks
- graph theoretical
- social network analysis
- kernel methods
- knn
- graph based representations
- maximal cliques
- reproducing kernel hilbert space
- maximum likelihood
- combinatorial optimization
- multiscale
- support vector
- random projections
- decision boundary
- training samples
- principal component analysis
- neural network