According to our database1, Anne Sabourin authored at least 11 papers between 2014 and 2018.
Legend:Book In proceedings Article PhD thesis Other
On Binary Classification in Extreme Regions.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Sparse representation of multivariate extremes with applications to anomaly detection.
J. Multivariate Analysis, 2017
Marginal standardization of upper semicontinuous processes. With application to max-stable processes.
J. Applied Probability, 2017
Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Feature Clustering for Extreme Events Analysis, with Application to Extreme Stream-Flow Data.
Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016
Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Semi-parametric modeling of excesses above high multivariate thresholds with censored data.
J. Multivariate Analysis, 2015
Learning the dependence structure of rare events: a non-asymptotic study.
Proceedings of The 28th Conference on Learning Theory, 2015
On Anomaly Ranking and Excess-Mass Curves.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization.
Computational Statistics & Data Analysis, 2014