Learning Differentiable Surrogate Losses for Structured Prediction

Junjie Yang, Matthieu Labeau, Florence d'Alché-Buc

Structured prediction involves learning to predict complex structures rather than simple scalar values. The main challenge arises from the non-Euclidean nature of the output space,…