Oshrat Bar

A Spectral Perspective of DNN Robustness to Label Noise

Deep networks usually require a massive amount of labeled data for their training. Yet, such data may include some mistakes in the labels. Interestingly, networks have been shown to be robust to such errors. This work uses spectral analysis of their learned mapping to provide an explanation for thei…