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.
A. Matthews, M. Rowland, J. Hron, R. Turner, and 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.
G. Yang. (2019)cite arxiv:1902.04760Comment: tldr: A theoretical tool for understanding the behavior of large width randomly initialized neural networks for almost all deep learning architectures.
M. van der Wilk, C. Rasmussen, and J. Hensman. (2017)cite arxiv:1709.01894Comment: To appear in Advances in Neural Information Processing Systems 30 (NIPS 2017).
A. Culotta, and J. Sorensen. Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04, Association for Computational Linguistics, (2004)
J. Basilico, and T. Hofmann. Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, page 550--551. New York, NY, USA, ACM, (2004)
U. Lösch, S. Bloehdorn, and A. Rettinger. The Semantic Web: Research and Applications - 9th Extended Semantic Web Conference, ESWC 2012, volume 7295 of Lecture Notes in Computer Science, page 134--148. Springer Verlag, (May 2012)Best Research Paper Award.
V. Bicer, T. Tran, and A. Gossen. Proceedings of the 8th Extended Semantic Web Conference (ESWC 2011), volume 6643 of Lecture Notes in Computer Science, page 47--62. Heraklion, Greece, Springer, (2011)