Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise

Thamsanqa Mlotshwa, Heinrich van Deventer, Anna Sergeevna Bosman

In supervised machine learning, the choice of loss function implicitly assumes a particular noise distribution over the data. For example, the frequently used mean squared error (M…