Christophe Ambroise
75
Documents
Publications
An interdisciplinary approach to increase wheat within-field diversity and promote agro-ecosystem servicesEuropean Conference on Crop Diversification, Sep 2019, Budapest, Hungary
Communication dans un congrès
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Quantify Genomic Heritability Through a Prediction Measure46th European Mathematical Genetics Meeting (EMGM), Apr 2018, Cagliari, Italy. pp.2, ⟨10.1159/000488519⟩
Communication dans un congrès
hal-02737176v1
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PPanGGOLiN: Depicting microbial diversity via a Partitioned Pangenome GraphJOBIM 2018 Journées Ouvertes Biologie, Informatique et Mathématiques, Jul 2018, Marseille, France
Communication dans un congrès
hal-04355945v1
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Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomicsJournée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Dec 2018, Toulouse, France
Communication dans un congrès
hal-02788245v1
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PPanGGOLiN: Depicting microbial diversity via a Partitioned Pangenome GraphGenome Informatics 2018, Sep 2018, Hinxton, Cambridge, United Kingdom
Communication dans un congrès
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Significance testing for variable selection in high-dimensionConference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Aug 2015, Niagara Falls, Canada. pp.1-8, ⟨10.1109/CIBCB.2015.7300313⟩
Communication dans un congrès
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A greedy great approach to learn with complementary structured datasetsGreed Is Great ICML Workshop, Jul 2015, Lille, France
Communication dans un congrès
hal-01246419v1
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Inférence jointe de la structure de modèles graphiques gaussiensCAp'2010, May 2010, France. pp.217-232
Communication dans un congrès
hal-00936741v1
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Modèles de graphe aléatoire à classes chevauchantes pour l'analyse des réseaux42èmes Journées de Statistique, 2010, Marseille, France, France
Communication dans un congrès
inria-00494820v1
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A latent logistic model to uncover overlapping clusters in networksAtelier AGS (Apprentissage et Graphes pour les Systèmes complexes), May 2009, Hammamet, Tunisia. pp.3-8
Communication dans un congrès
hal-00629310v1
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Les modèles de mélange pour la classification de données massives en temps réel41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
Communication dans un congrès
inria-00386796v1
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Uncovering overlapping clusters in biological networksJournées Ouvertes en Biologie, Informatique et Mathématiques (JOBIM), Jun 2009, Nantes, France. pp.28
Communication dans un congrès
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Model selection via penalization in the additive Cox modelThe 3rd world conference on Computational Statistics & Data Analysis, 2005, Limassol, Cyprus. pp.45
Communication dans un congrès
inserm-00149852v1
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Pénalisation l1 pour les MAG2005, pp.25.1
Communication dans un congrès
inserm-00149856v1
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Penalized additive logistic regression for cardiovascular risk prediction2004, pp.301
Communication dans un congrès
inserm-00149854v1
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Généralisation du lasso aux modèles additifs2004, pp.83
Communication dans un congrès
inserm-00149858v1
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Discriminative Classification vs Modeling Methods in CBIRIEEE International Conference on Advanced Concepts for Intelligent Vision Systems, Sep 2004, Belgium. pp.1
Communication dans un congrès
hal-00520316v1
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Mixture model approach for acoustic emission control of pressure equipment5th International Conference on Acoustical and Vibratory Surveillance Methods and Diagnostic Techniques, Oct 2004, Senlis, France. pp.1-10
Communication dans un congrès
hal-01377401v1
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Regularization methods for additive models2003, pp.509-520
Communication dans un congrès
inserm-00149855v1
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Boosting mixture models for semi-supervised learning taskICANN 2001 - International Conference on Artificial Neural Networks, Aug 2001, Vienne, Austria. pp.41-48, ⟨10.1007/3-540-44668-0_7⟩
Communication dans un congrès
hal-01570826v1
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Semi-supervised marginboostNIPS 2001 - 14th International Conference on Neural Information, Dec 2001, Vancouver, BC, Canada. pp.553-560
Communication dans un congrès
hal-01561463v1
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Epigenetic Variation in Tree Evolution: a case study in black poplar (Populus nigra)2023
Pré-publication, Document de travail
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Accounting for missing actors in interaction network inference from abundance data2021
Pré-publication, Document de travail
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Linking Allele-Specific Expression And Natural Selection In Wild Populations2019
Pré-publication, Document de travail
hal-02275928v1
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Beyond Support in Two-Stage Variable Selection2015
Pré-publication, Document de travail
hal-01145426v1
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Méthodes d'Apprentissage pour la Recherche d'Images par le Contenu.2004
Pré-publication, Document de travail
hal-00520277v1
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PanGBank: depicting microbial species diversity via PPanGGOLiNJOBIM 2019 Journées Ouvertes Biologie, Informatique et Mathématiques, Jul 2019, Nantes, France
Poster de conférence
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Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomicsStatistical Methods for Post Genomic Data (SMPGD 2019), Jan 2019, Barcelona, Spain. 2019
Poster de conférence
hal-02790995v1
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A greedy great approach to learn with complementary structured datasetsICML 2015 International Conference on Machine Learning, Jul 2015, Lille, France. 2015, Greed Is Great ICML Workshop, Jul 2015, Lille, France
Poster de conférence
hal-01608307v1
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Mixture of stochastic block models for multiview clusteringESANN 2023 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pp.151-156, 2023, ⟨10.14428/esann/2023.ES2023-54⟩
Proceedings/Recueil des communications
hal-04363422v1
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Compression structurée de l’information génétique et étude d’association pangénomique par modèles additifsIntégration de données biologiques, ISTE Group, pp.129-163, 2022, ⟨10.51926/ISTE.9030.ch5⟩
Chapitre d'ouvrage
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Applications in GenomicsFruhwirthSchnatter, S; Celeux, G; Robert, CP. HANDBOOK OF MIXTURE ANALYSIS, CRC PRESS-TAYLOR & FRANCIS GROUP, 2019, Chapman & Hall-CRC Handbooks of Modern Statistical Methods, 978-0-429-50824-0; 978-1-4987-6381-3
Chapitre d'ouvrage
hal-03111649v1
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Epigenetics in Forest Trees: State of the Art and Potential Implications for Breeding and Management in a Context of Climate ChangePlant Epigenetics Coming of Age for Breeding Applications, 88, Academic press, Elsevier, 454 p., 2018, Advances in Botanical Research, 9780128154038. ⟨10.1016/bs.abr.2018.09.003⟩
Chapitre d'ouvrage
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Overlapping clustering methods for networksEdoardo M. Airoldi, David Blei, Elena A. Erosheva, Stephen E. Fienberg. Chapman and Hall/CRC. Handbook of Mixed Membership Models and Their Applications, Chapman and Hall/CRC, in press, 2014
Chapitre d'ouvrage
hal-00984395v1
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Bayesian methods for graph clusteringAndreas Fink, Berthold Lausen, Wilfried Seidel and Alfred Ultsch. Advances in Data Analysis, Data Handling and Business Intelligence, Springer, pp.229-239, 2009, Studies in Classification, Data Analysis, and Knowledge Organization, 978-3-642-01043-9. ⟨10.1007/978-3-642-01044-6⟩
Chapitre d'ouvrage
hal-00629294v1
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