On Anomaly Ranking and Excess-Mass Curves. - Nicolas Goix; Anne Sabourin; Stéphan Clémençon (AISTATS, 2015)

Learning the dependence structure of rare events: a non-asymptotic study. - Nicolas Goix; Anne Sabourin; Stéphan Clémençon (COLT, 2015)

Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking. - Nicolas Goix; Anne Sabourin; Stéphan Clémençon (AISTATS, 2016)

How to Evaluate the Quality of Unsupervised Anomaly Detection Algorithms? - Nicolas Goix (CoRR, 2016)

One Class Splitting Criteria for Random Forests. - Nicolas Goix; Nicolas Drougard; Romain Brault; Maël Chiapino (ACML, 2017)

Sparse representation of multivariate extremes with applications to anomaly detection. - Nicolas Goix; Anne Sabourin; Stéphan Clémençon (J. Multivar. Anal., 2017)