Publications
Journal articles, peer reviewed
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Chaaya N., Shahsavarian M. A., Maffucci I., Friboulet A., Offmann B., Leger, J.-B., Rousseau, S, Avalle B, Padiolleau-Lefevre S. (2019). Genetic background and immunological status influence B cell repertoire diversity in mice. Scientific reports, 9(1), 1-7. available on HAL
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Legrand J., Leger J.-B., Robin S.,Vernoux T., and Guédon Y. (2016) Modelling the influence of phylogenetic distances between dimerisation sequences on the auxin signalling network. BMC Systems Biology, 10(1), 22. link
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Leger J.-B., Vacher C., and Daudin J.-J. (2015) Clustering methods differ in their ability to detect patterns in species interaction networks, Methods in Ecology and Evolution, 474-481. link
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Leger, J.-B., Vacher, C., and Daudin, J. J. (2014). Detection of structurally homogeneous subsets in graphs. Statistics and Computing, 1-18, link
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Lagache, L., Leger, J.-B., Daudin, J.-J., Petit, R. J., and Vacher, C. (2013). Putting the Biological Species Concept to the Test: Using Mating Networks to Delimit Species. PloS one, 8(6), e68267. link
Submitted articles, and preprints
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G. Frisch, J.-B. Leger, and Y. Grandvalet. SparseBM : A Python Module for Handling Sparse Graphs with Block Models. Feb. 2021. available on HAL
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G. Frisch, J.-B. Léger, and Y. Grandvalet. Learning from missing data with the Latent Block Model. Oct. 2020. available on HAL
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Leger J.-B., Wmixnet: Software for Clustering the Nodes of Binary and Valued Graphs using the Stochastic Block Model, ArXiv.
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Leger J.-B., Blockmodels: A R-package for estimating in LBM and SBM, with many pdf, with or without covariates. ArXiV.
Proceedings
- Leger J.-B. and Kieffer M., Guaranteed Robust Distributed Estimation in a Network of sensors, 2010, Proc. Int. Conf. on Acoustics, Speech, and Signal Processing, link
Conferences
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G. Frisch, J.-B. Leger, and Y. Grandvalet. Inférence efficace des modèles à blocs stochastiques et à blocs latents pour les graphes creux. 52e Journées de Statistiques de la Société Française de Statistique (SFdS), Nice, France, May 2020a. available on HAL.
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J.-B. Leger, E. Kuhn, B. Parent, F. Tardieu, and C. Welcker. Estimation des paramètres d’un modèle de culture à partir de données de plein champ et de données de plateforme de phénotypage. 52e Journées de Statistiques de la Société Française de Statistique (SFdS), 2020.
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A. Fundo, J.-B. Leger, D. Nace, and C. Wang. Dealing with uncertainty in ATM - the Flight Level Assignment pro- blem. 21e congrès annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2020), Montpellier, France, Feb. 2020. available on HAL.
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G. Frisch, J.-B. Leger, and Y. Grandvalet. Données manquantes dans un modèle à blocs latents pour la recommandation. 51e Journées de statistique de la SFdS, Nancy, France, June 2019. available on HAL.
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Leger J.-B., Modèle de graphes à espace latent continu de type SBM, Journée de Statistique 2016, Montpellier, France.
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Leger J.-B., Daudin J.-J., Vacher C., Workshop on Statistics for Complex Networks, 30.01.2013 - 01.02.2013, Eindhoven, The Netherlands.
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Leger J.-B., Vacher C. and Daudin, J.-J., Comparaison des méthodes de classification non supervisée des nœuds d'un graphe, Journées de Statistique 2012, Bruxelles, Belgium,
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Leger, J.-B. and Kieffer, M. Robust centralized and distributed bounded-error parameter estimation, Dagstuhl Seminar 09471, Computer-assisted proofs - tools, methods and applications, 15.11.09 - 20.11.09, Dagstuhl, Germany.