Yutao Zhong

surrogate loss (14) h-consistency bound (6) multi-class classification (6) consistency bound (6) bayes consistency (3) hypothesis set (3) adversarial robustness (3) loss function (2) neural network (2) learning theory (2) abstention learning (2) learning to defer (2) adversarial loss (2) consistency guarantee (2) excess error bound (2) cost-sensitive learning (1) classification error (1) pairwise ranking (1) logistic loss (1) multi-label classification (1)