Learning Random Fourier Features by Hybrid Constrained Optimization

Jianqiao Wangni, Jingwei Zhuo, Jun Zhu

The kernel embedding algorithm is an important component for adapting kernel methods to large datasets. Since the algorithm consumes a major computation cost in the testing phase,…