Marine Depecker

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 3

Top Venues

SIAM/ASA J. Uncertain. Quantification

Math. Comput. Simul.

IEEE Trans. Neural Networks Learn. Syst.

J. Mach. Learn. Res.

Télécom ParisTech, France (PHD)

Education History

Télécom ParisTech, France

PHD

Publications

Baptiste Broto, François Bachoc, Marine Depecker, Jean-Marc Martinez
Gaussian Linear Approximation for the Estimation of the Shapley Effects. SIAM/ASA J. Uncertain. Quantification 9 (3) (2021)
Baptiste Broto, François Bachoc, Marine Depecker
Variance Reduction for Estimation of Shapley Effects and Adaptation to Unknown Input Distribution. SIAM/ASA J. Uncertain. Quantification 8 (2) (2020)
Baptiste Broto, François Bachoc, Marine Depecker, Jean-Marc Martinez
Sensitivity indices for independent groups of variables. Math. Comput. Simul. 163 (2019)
Pierre Blanchart, Marine Depecker
A Nonlinear Semantic-Preserving Projection Approach to Visualize Multivariate Periodical Time Series. IEEE Trans. Neural Networks Learn. Syst. 25 (6) (2014)
Stéphan Clémençon, Marine Depecker, Nicolas Vayatis
An empirical comparison of learning algorithms for nonparametric scoring: the TreeRank algorithm and other methods. Pattern Anal. Appl. 16 (4) (2013)
Stéphan Clémençon, Marine Depecker, Nicolas Vayatis
Ranking forests. J. Mach. Learn. Res. 14 (1) (2013)
Stéphan Clémençon, Marine Depecker, Nicolas Vayatis
Avancées récentes dans le domaine de l'apprentissage d'ordonnancements. Rev. d'Intelligence Artif. 25 (3) (2011)
Stéphan Clémençon, Marine Depecker, Nicolas Vayatis
Adaptive partitioning schemes for bipartite ranking - How to grow and prune a ranking tree. Mach. Learn. 83 (1) (2011)
Cécilia Damon, Edouard Duchesnay, Marine Depecker
Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease. ICMLA (2) (2011)
Stéphan Clémençon, Marine Depecker, Nicolas Vayatis
Bagging Ranking Trees. ICMLA (2009)
Stéphan Clémençon, Nicolas Vayatis, Marine Depecker
AUC optimization and the two-sample problem. NIPS (2009)

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Publication Activity (10 Years)

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Marine Depecker