2016
Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking
AISTATS 2016poster
Extremes play a special role in Anomaly Detection. Beyond inference and simulation purposes, probabilistic tools borrowed from Extreme Value Theory (EVT), such as the \textitangular measure, can also be used to design novel statistical learning methods for Anomaly Detection/ranking. This paper propo…