Extension of Wirtinger's Calculus in Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS
Pantelis BouboulisSergios TheodoridisPublished in: CoRR (2010)
Keyphrases
- reproducing kernel hilbert space
- kernel methods
- kernel function
- reproducing kernel
- gaussian kernels
- loss function
- learning problems
- representer theorem
- learning theory
- kernel matrix
- euclidean space
- uniform convergence
- special case
- gaussian kernel
- hilbert schmidt
- data dependent
- density estimation
- linear model
- domain adaptation
- feature space
- real valued
- finite dimensional
- distance measure
- hilbert space
- gaussian process
- machine learning algorithms
- semi supervised
- support vector
- e learning
- feature selection