Prior Knowledge in Support Vector Kernels
Schölkopf, Bernhard, Simard, Patrice, Smola, Alex J., Vapnik, Vladimir
–Neural Information Processing Systems
We explore methods for incorporating prior knowledge about a problem at hand in Support Vector learning machines. We show that both invariances undergroup transfonnations and prior knowledge about locality in images can be incorporated by constructing appropriate kernel functions.
Neural Information Processing Systems
Dec-31-1998