sklearn interface

Practice

Here is a set of examples describing typical uses of WDRO for the models that are built in the Library.

Spatial perturbations and logistic regression

Spatial perturbations and logistic regression

Logistic regression

Logistic regression

Distributionally Robust Portfolio optimization

Distributionally Robust Portfolio optimization

Linear regression

Linear regression

Robustify a neural-net on spatial perturbations of the “moons” non-convex dataset

Robustify a neural-net on spatial perturbations of the "moons" non-convex dataset