Relational Surrogate Loss Learning

Tao Huang, Zekang Li, Hua Lu +6

Evaluation metrics in machine learning are often hardly taken as loss functions, as they could be non-differentiable and non-decomposable, e.g., average precision and F1 score. Thi…