no code implementations • 1 Dec 2016 • Philipp Thomann, Ingrid Blaschzyk, Mona Meister, Ingo Steinwart
Our contributions are two fold: On the theoretical side we establish an oracle inequality for the overall learning method using the hinge loss, and show that the resulting rates match those known for SVMs solving the complete optimization problem with Gaussian kernels.
