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upload_8504_JCNNKernel.pdf [1%] by admin, 2008-05-13 10:48
upload_8320_Kernel_Neuron_ICONIP2001.pdf [1%] by admin, 2008-05-13 10:48
upload_8149_SVM and swaps.PDF [1%] by admin, 2008-05-13 10:48
upload_8107_SVM and swaps.PDF [1%] by admin, 2008-05-13 10:48
upload_7807_IJCNN nas paper kecman.pdf [1%] by admin, 2008-05-13 10:48
Tutorials uploaded [1%] by admin, 2008-05-13 10:37
Links to tutorials from the old kernel-machines.org website have been uploaded.
A tutorial on $\nu$-Support Vector Machines [1%] by admin, 2008-05-13 10:32
Tutorials [1%] by admin, 2008-11-11 09:43
Statistical Learning and Kernel Methods [1%] by admin, 2008-05-13 10:31
Brief description of the main ideas of statistical learning theory, support vector machines, and kernel feature spaces.
Support Vector Learning [1%] by admin, 2008-05-13 10:31
The Kernel Trick for Distances [1%] by admin, 2008-05-13 10:31
A method is described which, like the kernel trick in support vector machines (SVMs), lets us generalize distance-based algorithms to operate in ...
SVM and Kernel Methods [1%] by admin, 2008-05-13 10:30
papers [1%] by admin, 2008-05-13 10:25
uploaded papers
Gaussian Processes for Machine Learning [1%] by admin, 2008-05-13 10:24
An Introduction to Kernel-based Learning Algorithms [1%] by admin, 2008-05-13 10:24
ICML'01 Tutorial [1%] by admin, 2008-05-13 10:24
A Short Tutorial on Kernels [1%] by admin, 2008-05-13 10:24
An introduction to model building with reproducing kernel Hilbert spaces [1%] by admin, 2008-05-13 10:24
Text-rich short course slides on nonparametric regression and statistical model building as solutions to optimization problems in Reproducing Kernel ...
A Tutorial on Support Vector Regression [1%] by admin, 2008-05-13 10:24
This tutorial gives an overview of the basic ideas underlying Support Vector (SV) machines for regression and function estimation. Furthermore, it ...
A Tutorial on Support Vector Machines for Pattern Recognition [1%] by admin, 2008-05-13 10:24
A detailed tutorial on Support Vector machines for the classification task, from background material (e.g. VC dimension, structural risk minimization) ...
Introduction to Gaussian Processes [1%] by admin, 2008-05-13 10:24
Gaussian Processes are introduced for classification and regression. The tutorial includes background facts on the connection between Neural Networks ...
MLOSS [1%] by admin, 2008-04-15 18:22
machine learning open source software
gif [1%] by admin, 2007-07-30 19:01
News [1%] by admin, 2007-07-26 21:25
Machine Learning Summer School / Course On The Analysis On Patterns [1%] by admin, 2007-02-12 15:32
The following two events may be of interest:
Kernel-Machines.Org [1%] by admin, 2007-02-01 15:16
Kernel-Machines.Org Frontpage
Links [1%] by admin, 2007-01-31 13:24
Kernel-Machines.Org links. Please report dead or changed links
Support Vector Java Applet [1%] by admin, 2007-01-31 13:22
Royal Holloway College
Isabelle Guyon's SVM application list [1%] by admin, 2007-01-31 13:22
Berkeley
Center for Biological and Computational Learning [1%] by admin, 2007-01-31 13:22
MIT

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