Estimating minimum effect with outlier selection

Alexandra Carpentier, Sylvain Delattre, Etienne Roquain +1

We introduce one-sided versions of Huber's contamination model, in which corrupted samples tend to take larger values than uncorrupted ones. Two intertwined problems are addressed:…