Robust estimation algorithms don't need to know the corruption level

Ayush Jain, Alon Orlitsky, Vaishakh Ravindrakumar

Real data are rarely pure. Hence the past half-century has seen great interest in robust estimation algorithms that perform well even when part of the data is corrupt. However, the…