Christophe Ambroise

38 papers B 6C 2Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Mixture of multilayer stochastic block models for multiview clustering.
CoRR
Kylliann De Santiago, Marie Szafranski, Christophe Ambroise
2023 B conf
Mixture of stochastic block models for multiview clustering.
ESANN
Kylliann De Santiago, Marie Szafranski, Christophe Ambroise
2022 J jnl
Hierarchical correction of p-values via an ultrametric tree running Ornstein-Uhlenbeck process.
Comput. Stat.
Antoine Bichat, Christophe Ambroise, Mahendra Mariadassou
2022 J jnl
Inference of Multiscale Gaussian Graphical Model.
CoRR
Do Edmond Sanou, Christophe Ambroise, Geneviève Robin
2021 J jnl
Correction: PPanGGOLiN: Depicting microbial diversity via a partitioned pangenome graph.
PLoS Comput. Biol.
Guillaume Gautreau, Adelme Bazin, Mathieu Gachet, Rémi Planel, Laura Burlot, Mathieu Dubois, Amandine Perrin, Claudine Médigue, Alexandra Calteau, Stéphane Cruveiller, Catherine Matias, Christophe Ambroise, Eduardo P. C. Rocha, David Vallenet
2020 J jnl
Fast computation of genome-metagenome interaction effects.
Algorithms Mol. Biol.
Florent Guinot, Marie Szafranski, Julien Chiquet, Anouk Zancarini, Christine Le Signor, Christophe Mougel, Christophe Ambroise
2020 J jnl
PPanGGOLiN: Depicting microbial diversity via a partitioned pangenome graph.
PLoS Comput. Biol.
Guillaume Gautreau, Adelme Bazin, Mathieu Gachet, Rémi Planel, Laura Burlot, Mathieu Dubois, Amandine Perrin, Claudine Médigue, Alexandra Calteau, Stéphane Cruveiller, Catherine Matias, Christophe Ambroise, Eduardo P. C. Rocha, David Vallenet
2019 J jnl
Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomics.
Algorithms Mol. Biol.
Christophe Ambroise, Alia Dehman, Pierre Neuvial, Guillem Rigaill, Nathalie Villa-Vialaneix
2018 J jnl
Fast Computation of Genome-Metagenome Interaction Effects.
CoRR
Florent Guinot, Marie Szafranski, Julien Chiquet, Anouk Zancarini, Christine Le Signor, Christophe Mougel, Christophe Ambroise
2018 J jnl
Learning the optimal scale for GWAS through hierarchical SNP aggregation.
BMC Bioinform.
Florent Guinot, Marie Szafranski, Christophe Ambroise, Franck Samson
2017 J jnl
Beyond support in two-stage variable selection.
Stat. Comput.
Jean-Michel Bécu, Yves Grandvalet, Christophe Ambroise, Cyril Dalmasso
2017 J jnl
Eigen-Epistasis for detecting gene-gene interactions.
BMC Bioinform.
Virginie Stanislas, Cyril Dalmasso, Christophe Ambroise
2015 J jnl
Performance of a blockwise approach in variable selection using linkage disequilibrium information.
BMC Bioinform.
Alia Dehman, Christophe Ambroise, Pierre Neuvial
2015 C conf
Significance testing for variable selection in high-dimension.
CIBCB
Jean-Michel Bécu, Christophe Ambroise, Yves Grandvalet, Cyril Dalmasso
2014 — ch.
Overlapping Clustering Methods for Networks.
Handbook of Mixed Membership Models and Their Applications
Pierre Latouche, Etienne Birmelé, Christophe Ambroise
2011 J jnl
Inferring multiple graphical structures.
Stat. Comput.
Julien Chiquet, Yves Grandvalet, Christophe Ambroise
2010 J jnl
Clustering based on random graph model embedding vertex features.
Pattern Recognit. Lett.
Hugo Zanghi, Stevenn Volant, Christophe Ambroise
2009 J jnl
SIMoNe: Statistical Inference for MOdular NEtworks.
Bioinform.
Julien Chiquet, Alexander Smith, Gilles Grasseau, Catherine Matias, Christophe Ambroise
2009 J jnl
Strategies for Online Inference of Model-Based Clustering in large Networks
CoRR
Hugo Zanghi, Franck Picard, Vincent Miele, Christophe Ambroise
2008 — conf
Bayesian Methods for Graph Clustering.
GfKl
Pierre Latouche, Etienne Birmelé, Christophe Ambroise
2008 J jnl
Fast online graph clustering via Erdös-Rényi mixture.
Pattern Recognit.
Hugo Zanghi, Christophe Ambroise, Vincent Miele
2007 J jnl
An online classification EM algorithm based on the mixture model.
Stat. Comput.
Allou Samé, Christophe Ambroise, Gérard Govaert
2007 J jnl
Parsimonious additive models.
Comput. Stat. Data Anal.
Marta Avalos, Yves Grandvalet, Christophe Ambroise
2006 J jnl
A classification EM algorithm for binned data.
Comput. Stat. Data Anal.
Allou Samé, Christophe Ambroise, Gérard Govaert
2006 B conf
Driving Hierarchy Construction via Supervised Learning: Application to Osteo-Articular Medical Images Database.
ICIP
Karim Yousfi, Christophe Ambroise, Jean Pierre Cocquerez, Jonathan Chevelu
2006 J jnl
Feature selection in robust clustering based on Laplace mixture.
Pattern Recognit. Lett.
Aurélien Cord, Christophe Ambroise, Jean Pierre Cocquerez
2006 — conf
Supervised Learning for Guiding Hierarchy Construction: Application to Osteo-Articular Medical Images Database.
ICPR (1)
Karim Yousfi, Christophe Ambroise, Jean Pierre Cocquerez, Jonathan Chevelu
2005 B conf
A Mixture Model-Based On-line CEM Algorithm.
IDA
Allou Samé, Gérard Govaert, Christophe Ambroise
2005 J jnl
Discrimination par modèles additifs parcimonieux.
Rev. d'Intelligence Artif.
Marta Avalos, Yves Grandvalet, Christophe Ambroise
2004 B conf
On the Simultaneous Use of Clinical and Microarray Expression Data in the Cluster Analysis of Tissue Samples.
APBC
Geoffrey J. McLachlan, Soong Chang, Jess Mar, Christophe Ambroise, Justin Xi Zhu
2003 B conf
A Mixture Model Approach for Binned Data Clustering.
IDA
Allou Samé, Christophe Ambroise, Gérard Govaert
2003 — conf
Feature selection for semisupervised learning applied to image retrieval.
ICIP (2)
Micheline Najjar, Christophe Ambroise, Jean Pierre Cocquerez
2003 — conf
Image Retrieval Using Mixture Models and EM Algorithm.
SCIA
Micheline Najjar, Christophe Ambroise, Jean Pierre Cocquerez
2003 B conf
Regularization Methods for Additive Models.
IDA
Marta Avalos, Yves Grandvalet, Christophe Ambroise
2001 C conf
Boosting Mixture Models for Semi-supervised Learning.
ICANN
Yves Grandvalet, Florence d'Alché-Buc, Christophe Ambroise
2001 — conf
Semi-supervised MarginBoost.
NIPS
Florence d'Alché-Buc, Yves Grandvalet, Christophe Ambroise
2000 J jnl
Hierarchical clustering of self-organizing maps for cloud classification.
Neurocomputing
Christophe Ambroise, Geniève Sèze, Fouad Badran, Sylvie Thiria
1998 J jnl
Convergence of an EM-type algorithm for spatial clustering.
Pattern Recognit. Lett.
Christophe Ambroise, Gérard Govaert