A Conjugate Property between Loss Functions and Uncertainty Sets in Classification Problems

Takafumi Kanamori, Akiko Takeda, Taiji Suzuki

In binary classification problems, mainly two approaches have been proposed; one is loss function approach and the other is uncertainty set approach. The loss function approach is…