JMLR Volume 2
- On the Influence of the Kernel on the Consistency of Support Vector Machines (Kernel Machines Section)
- Ingo Steinwart;
2(Nov):67-93, 2001.
[abs] [pdf] [ps.gz] [ps]
- Introduction to the Special Issue on Kernel Methods (Kernel Machines Section)
- Nello Cristianini, John Shawe-Taylor, Robert C. Williamson;
2(Dec):95-96, 2001.
[abs] [pdf] [ps.gz] [ps]
- Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space (Kernel Machines Section)
- Roman Rosipal, Leonard J. Trejo;
2(Dec):97-123, 2001.
[abs] [pdf] [ps.gz] [ps]
- One-Class SVMs for Document Classification (Kernel Machines Section)
- Larry M. Manevitz, Malik Yousef;
2(Dec):139-154, 2001.
[abs] [pdf] [ps.gz] [ps]
- A New Approximate Maximal Margin Classification Algorithm (Kernel Machines Section)
- Claudio Gentile;
2(Dec):213-242, 2001.
[abs] [pdf] [ps.gz] [ps]
- Efficient SVM Training Using Low-Rank Kernel Representations (Kernel Machines Section)
- Shai Fine, Katya Scheinberg;
2(Dec):243-264, 2001.
[abs] [pdf] [ps.gz] [ps]
- On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines (Kernel Machines Section)
- Koby Crammer, Yoram Singer;
2(Dec):265-292, 2001.
[abs] [pdf] [ps.gz] [ps]
- Exact Simplification of Support Vector Solutions (Kernel Machines Section)
- Tom Downs, Kevin E. Gates, Annette Masters;
2(Dec):293-297, 2001.
[abs] [pdf] [ps.gz] [ps]
- Classes of Kernels for Machine Learning: A Statistics Perspective (Kernel Machines Section)
- Marc G. Genton;
2(Dec):299-312, 2001.
[abs] [pdf] [ps.gz] [ps]