1 Result(s)

Chapter and Conference Paper

A Kernel Approach for Learning from Almost Orthogonal Patterns

In kernel methods, all the information about the training data is contained in the Gram matrix. If this matrix has large diagonal values, which arises for many types of kernels, then kernel methods do not perf...

Bernhard Schölkopf, Jason Weston… in Principles of Data Mining and Knowledge Di… (2002)