GROS: A General Robust Aggregation Strategy

Understand

A new, very general, robust procedure for combining estimators in metric spaces is introduced GROS.

• The method is reminiscent of the well-known median of means, as described in \cite{devroye2016sub}.
• Initially, the sample is divided into $K$ groups.
• Subsequently, an estimator is computed for each group.