Statistical Robustness of Kernel Learning Estimator with Respect to Data Perturbation

Sainan Zhang, Huifu Xu, Hailin Sun

Inspired by the recent work [28] on the statistical robustness of empirical risks in reproducing kernel Hilbert space (RKHS) where the training data are potentially perturbed or ev…