Spectral Analysis of Symmetric and Anti-Symmetric Pairwise Kernels

Tapio Pahikkala, Markus Viljanen, Antti Airola +1

We consider the problem of learning regression functions from pairwise data when there exists prior knowledge that the relation to be learned is symmetric or anti-symmetric. Such p…