Inria∗, ´Ecole normale sup ´erieure, CNRS, PSL Research University, 75005 Paris, France; Inria†, Univ. Grenoble Alpes, CNRS, Grenoble INP, LJK, 38000 Grenoble, France
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
Kernel methods;learning theory;self concordance;iterated tikhonov;proximal point
Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization