Rank consistent ordinal regression for neural networks with application to age estimation

Wenzhi Cao, Vahid Mirjalili, Sebastian Raschka

In many real-world prediction tasks, class labels include information about the relative ordering between labels, which is not captured by commonly-used loss functions such as mult…