What Is Random Fourier Features Method?
Random Fourier features method, or more general random features method is a method to help transform data which are not linearly separable to linearly separa...
kernel method
On the Spectrum Decay Rate of Gaussian Kernel Operator
In the study of random Fourier features method, (Bach, 2017) proposed a way of generating random features so that the feature space generated randomly approx...