Learning with Algebraic Invariances, and the Invariant Kernel Trick

Franz J. Király, Andreas Ziehe, Klaus-Robert Müller

When solving data analysis problems it is important to integrate prior knowledge and/or structural invariances. This paper contributes by a novel framework for incorporating algebr…