Nicolas Goix

Publication Activity (10 Years)

Years Active: 2015-2017
Publications (10 Years): 7

Top Topics

Anomaly Detection

Regression Forests

Top Venues

Publications

Nicolas Goix, Anne Sabourin, Stéphan Clémençon
Sparse representation of multivariate extremes with applications to anomaly detection. J. Multivar. Anal. 161 (2017)
Nicolas Goix, Nicolas Drougard, Romain Brault, Maël Chiapino
One Class Splitting Criteria for Random Forests. ACML (2017)
Nicolas Goix
How to Evaluate the Quality of Unsupervised Anomaly Detection Algorithms? CoRR (2016)
Nicolas Goix, Anne Sabourin, Stéphan Clémençon
Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking. AISTATS (2016)
Nicolas Goix, Nicolas Drougard, Romain Brault, Maël Chiapino
One Class Splitting Criteria for Random Forests. CoRR (2016)
Nicolas Goix, Anne Sabourin, Stéphan Clémençon
Learning the dependence structure of rare events: a non-asymptotic study. COLT (2015)
Nicolas Goix, Anne Sabourin, Stéphan Clémençon
On Anomaly Ranking and Excess-Mass Curves. AISTATS (2015)