Fast kernel half-space depth for data with non-convex supports

no code implementations • 21 Dec 2023 • Arturo Castellanos, Pavlo Mozharovskyi, Florence d'Alché-Buc, Hicham Janati

Data depth is a statistical function that generalizes order and quantiles to the multivariate setting and beyond, with applications spanning over descriptive and visual statistics, anomaly detection, testing, etc.

Anomaly Detection Descriptive