Active Sampling for Min-Max Fairness

Jacob Abernethy, Pranjal Awasthi, Matthäus Kleindessner +3

We propose simple active sampling and reweighting strategies for optimizing min-max fairness that can be applied to any classification or regression model learned via loss minimiza…