Truncated Kernel Stochastic Gradient Descent on Spheres

Jinhui Bai, Lei Shi

Inspired by the structure of spherical harmonics, we propose the truncated kernel stochastic gradient descent (T-kernel SGD) algorithm with a least-square loss function for spheric…