Variance Reduced Stochastic Proximal Algorithm for AUC Maximization

Soham Dan, Dushyant Sahoo

Stochastic Gradient Descent has been widely studied with classification accuracy as a performance measure. However, these stochastic algorithms cannot be directly used when non-dec…