Schoelkopf, BernhardSmola, Alexander2015-12-133540005293http://hdl.handle.net/1885/86108We briefly describe the main ideas of statistical learning theory, support vector machines, and kernel feature spaces. This includes a derivation of the support vector optimization problem for classification and regression, the ν-trick, various kernels a20032015-12-12