Large-Scale Data-Dependent Kernel Approximation.

Catalin Ionescu, Alin-Ionut Popa, Cristian Sminchisescu

Abstract: Learning a computationally efficient kernel from data is an important machine learning problem. The majority of kernels in the literature do not leverage the geometry of the data, and those that do...