All About AUC
The definition, equivalent form and calculation of AUC.
Evolvement of Recommendation System Algorithms
A Survey on Rule Learning in Text Mining
A Simple Guide to Subgradient
For non-smooth (non-differentiable) functions, subgradients can work as well as gradients when it comes to optimization. Check the definition and principle of subgradients here.