On the intrinsic robustness to noise of some leading classifiers and symmetric loss function -- an empirical evaluation

Hugo Le Baher, Vincent Lemaire, Romain Trinquart

In some industrial applications such as fraud detection, the performance of common supervision techniques may be affected by the poor quality of the available labels : in actual op…