Florent Gérard Krzakala, Emanuele Troiani, Vittorio Erba, Matteo Vilucchio
We study robust linear regression in highdimension, when both the dimension d and the number of data points n diverge with a fixed ratio α = n/d, and study a data model that includes outliers. We provide exact asymptotics for the performances of the empiri ...
2024
