Random Features for Kernel Approximation: A Survey on Algorithms, Theory, and Beyond - Liu, Fanghui; Huang, Xiaolin; Chen, Yudong; Suykens, Johan A. K. (IEEE transactions on pattern analysis and machine intelligence, 2022)
Keywords: Algorithms; Approximation; Approximation algorithms; Artificial neural networks; Empirical analysis; generalization properties; Kernel; kernel approximation; Kernels; Loss measurement; Machine learning; Mathematical analysis; over-parameterized models; Prediction algorithms; Random features; Risk management; Scalability; Taxonomy