Marine Depecker

According to our database1, Marine Depecker authored at least 12 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2021
Gaussian Linear Approximation for the Estimation of the Shapley Effects.
SIAM/ASA J. Uncertain. Quantification, 2021

2020
Variance Reduction for Estimation of Shapley Effects and Adaptation to Unknown Input Distribution.
SIAM/ASA J. Uncertain. Quantification, 2020

2019
Sensitivity indices for independent groups of variables.
Math. Comput. Simul., 2019

2014
A Nonlinear Semantic-Preserving Projection Approach to Visualize Multivariate Periodical Time Series.
IEEE Trans. Neural Networks Learn. Syst., 2014

2013
An empirical comparison of learning algorithms for nonparametric scoring: the TreeRank algorithm and other methods.
Pattern Anal. Appl., 2013

Ranking forests.
J. Mach. Learn. Res., 2013

2011
Avancées récentes dans le domaine de l'apprentissage d'ordonnancements.
Rev. d'Intelligence Artif., 2011

Adaptive partitioning schemes for bipartite ranking - How to grow and prune a ranking tree.
Mach. Learn., 2011

Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010
Méthodes d'apprentissage statistique pour le scoring. (Statistical learning methods for bipartite ranking).
PhD thesis, 2010

2009
AUC optimization and the two-sample problem.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Bagging Ranking Trees.
Proceedings of the International Conference on Machine Learning and Applications, 2009


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