This web page provides information, errata, as well as about a third of the chapters of the book Learning with Kernels, written by Bernhard Schölkopf and Alex Smola (MIT Press, Cambridge, MA, 2002).
This software is an extension of the SVMlight software. It provides an interface to kernel functions that are implemented in Java by means of the Java Native Interface (JNI) Invocation API.
T. Evgeniou, und M. Pontil. Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, Seite 109--117. (2004)
A. Matthews, M. Rowland, J. Hron, R. Turner, und Z. Ghahramani. (2018)cite arxiv:1804.11271Comment: This work substantially extends the work of Matthews et al. (2018) published at the International Conference on Learning Representations (ICLR) 2018.