Two-temperature logistic regression based on the Tsallis divergence

Ehsan Amid, Manfred K. Warmuth, Sriram Srinivasan

We develop a variant of multiclass logistic regression that is significantly more robust to noise. The algorithm has one weight vector per class and the surrogate loss is a functio…