Robust Unsupervised Learning via L-Statistic Minimization

Andreas Maurer, Daniela A. Parletta, Andrea Paudice +1

Designing learning algorithms that are resistant to perturbations of the underlying data distribution is a problem of wide practical and theoretical importance. We present a genera…