Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise

Henry W. J. Reeve, Ata Kabán

Abstract: We consider classification in the presence of class-dependent asymmetric label noise with unknown noise probabilities. In this setting, identifiability conditions are known, but additional assumpti...