Spherical Structured Feature Maps for Kernel Approximation

Yueming Lyu

Abstract: We propose Spherical Structured Feature (SSF) maps to approximate shift and rotation invariant kernels as well as $b^{th}$-order arc-cosine kernels (Cho \& Saul, 2009). We construct SSF maps based ...