Analysis and Extension of Arc-Cosine Kernels for Large Margin Classification

Youngmin Cho, Lawrence K. Saul

We investigate a recently proposed family of positive-definite kernels that mimic the computation in large neural networks. We examine the properties of these kernels using tools f…