Anne Sabourin

According to our database1, Anne Sabourin
  • authored at least 11 papers between 2014 and 2017.
  • has a "Dijkstra number"2 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

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


  Loading...