Robustness to Label Noise Depends on the Shape of the Noise Distribution in Feature Space

Diane Oyen, Michal Kucer, Nick Hengartner +1

Machine learning classifiers have been demonstrated, both empirically and theoretically, to be robust to label noise under certain conditions -- notably the typical assumption is t…