Improved Random Features for Dot Product Kernels

Jonas Wacker, Motonobu Kanagawa, Maurizio Filippone

Dot product kernels, such as polynomial and exponential (softmax) kernels, are among the most widely used kernels in machine learning, as they enable modeling the interactions betw…