Nicolas Goix

According to our database, Nicolas Goix authored at least 6 papers between 2015 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2017

Sparse representation of multivariate extremes with applications to anomaly detection.

Nicolas Goix, Anne Sabourin, Stéphan Clémençon

J. Multivar. Anal., 2017

One Class Splitting Criteria for Random Forests.

Nicolas Goix, Nicolas Drougard, Romain Brault, Maël Chiapino

Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016

How to Evaluate the Quality of Unsupervised Anomaly Detection Algorithms?

Nicolas Goix

CoRR, 2016

Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking.

Nicolas Goix, Anne Sabourin, Stéphan Clémençon

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Learning the dependence structure of rare events: a non-asymptotic study.

Nicolas Goix, Anne Sabourin, Stéphan Clémençon

Proceedings of The 28th Conference on Learning Theory, 2015

On Anomaly Ranking and Excess-Mass Curves.

Nicolas Goix, Anne Sabourin, Stéphan Clémençon

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015