On Symmetric Losses for Learning from Corrupted Labels

Nontawat Charoenphakdee, Jongyeong Lee, Masashi Sugiyama

Abstract: This paper aims to provide a better understanding of a symmetric loss. First, we emphasize that using a symmetric loss is advantageous in the balanced error rate (BER) minimization and area under t...