# Anne Sabourin

According to our database

Collaborative distances:

^{1}, Anne Sabourin authored at least 11 papers between 2014 and 2017.Collaborative distances:

## Timeline

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## Bibliography

2017

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.

CoRR, 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

2016

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

2015

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

2014

Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization.

Computational Statistics & Data Analysis, 2014