Learning Equivariant Functions with Matrix Valued Kernels (2008)
Marco Reisert, Hans Burkhardt, Pack Kaelbing
This paper presents a new class of matrix valued kernels that are ideally suited to learn vector valued equivariant functions. Matrix valued kernels are a natural generalization of the common notion...
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG (2006)
Intracranial Eeg, Pack Kaelbing, Andrew B. Gardner, Andrew B. Gardner, Abba M. Krieger, ...
This paper describes an application of one-class support vector machine (SVM) novelty detection for detecting seizures in humans. Our technique maps intracranial electroencephalogram (EEG) time...