Bagging Ranking Trees. - Stéphan Clémençon; Marine Depecker; Nicolas Vayatis (ICMLA, 2009)

AUC optimization and the two-sample problem. - Stéphan Clémençon; Nicolas Vayatis; Marine Depecker (NIPS, 2009)

Méthodes d'apprentissage statistique pour le scoring. (Statistical learning methods for bipartite ranking). - Marine Depecker (2010)

Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease. - Cécilia Damon; Edouard Duchesnay; Marine Depecker (ICMLA (2), 2011)

Adaptive partitioning schemes for bipartite ranking - How to grow and prune a ranking tree. - Stéphan Clémençon; Marine Depecker; Nicolas Vayatis (Mach. Learn., 2011)

Avancées récentes dans le domaine de l'apprentissage d'ordonnancements. - Stéphan Clémençon; Marine Depecker; Nicolas Vayatis (Rev. d'Intelligence Artif., 2011)

Ranking forests. - Stéphan Clémençon; Marine Depecker; Nicolas Vayatis (J. Mach. Learn. Res., 2013)

An empirical comparison of learning algorithms for nonparametric scoring: the TreeRank algorithm and other methods. - Stéphan Clémençon; Marine Depecker; Nicolas Vayatis (Pattern Anal. Appl., 2013)

A Nonlinear Semantic-Preserving Projection Approach to Visualize Multivariate Periodical Time Series. - Pierre Blanchart; Marine Depecker (IEEE Trans. Neural Networks Learn. Syst., 2014)

Sensitivity indices for independent groups of variables. - Baptiste Broto; François Bachoc; Marine Depecker; Jean-Marc Martinez (Math. Comput. Simul., 2019)

Variance Reduction for Estimation of Shapley Effects and Adaptation to Unknown Input Distribution. - Baptiste Broto; François Bachoc; Marine Depecker (SIAM/ASA J. Uncertain. Quantification, 2020)

Gaussian Linear Approximation for the Estimation of the Shapley Effects. - Baptiste Broto; François Bachoc; Marine Depecker; Jean-Marc Martinez (SIAM/ASA J. Uncertain. Quantification, 2021)