Memory Efficient Kernel Approximation

Si Si, Cho-Jui Hsieh, Inderjit S. Dhillon

Abstract: The scalability of kernel machines is a big challenge when facing millions of samples due to storage and computation issues for large kernel matrices, that are usually dense. Recently, many papers ...