Adaptive Sampling and Clipping for Private Worst-Case Group Optimization

Max Cairney-Leeming, Amartya Sanyal, Christoph H. Lampert

A central requirement for the acceptance of machine learning methods for human-centric tasks is that they should be fair, in the sense that they should work comparably well for ind…