Anne Sabourin

Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking

2016 · arXiv (Cornell University)

Extremes play a special role in Anomaly Detection. Beyond inference and simulation purposes, probabilistic tools borrowed from Extreme Value Theory (EVT), such as the angular measure, can also be used to design novel statistical learning …