Christophe Ambroise

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 12

Top Topics

Stochastic Models

Variable Selection

Conditional Dependencies

Similarity Matrix

Top Venues

PLoS Comput. Biol.

Algorithms Mol. Biol.

Publications

Kylliann De Santiago, Marie Szafranski, Christophe Ambroise
Mixture of multilayer stochastic block models for multiview clustering. CoRR (2024)
Kylliann De Santiago, Marie Szafranski, Christophe Ambroise
Mixture of stochastic block models for multiview clustering. ESANN (2023)
Do Edmond Sanou, Christophe Ambroise, Geneviève Robin
Inference of Multiscale Gaussian Graphical Model. CoRR (2022)
Antoine Bichat, Christophe Ambroise, Mahendra Mariadassou
Hierarchical correction of p-values via an ultrametric tree running Ornstein-Uhlenbeck process. Comput. Stat. 37 (3) (2022)
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
Correction: PPanGGOLiN: Depicting microbial diversity via a partitioned pangenome graph. PLoS Comput. Biol. 17 (12) (2021)
Florent Guinot, Marie Szafranski, Julien Chiquet, Anouk Zancarini, Christine Le Signor, Christophe Mougel, Christophe Ambroise
Fast computation of genome-metagenome interaction effects. Algorithms Mol. Biol. 15 (1) (2020)
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
PPanGGOLiN: Depicting microbial diversity via a partitioned pangenome graph. PLoS Comput. Biol. 16 (3) (2020)
Christophe Ambroise, Alia Dehman, Pierre Neuvial, Guillem Rigaill, Nathalie Villa-Vialaneix
Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomics. Algorithms Mol. Biol. 14 (1) (2019)
Florent Guinot, Marie Szafranski, Julien Chiquet, Anouk Zancarini, Christine Le Signor, Christophe Mougel, Christophe Ambroise
Fast Computation of Genome-Metagenome Interaction Effects. CoRR (2018)
Florent Guinot, Marie Szafranski, Christophe Ambroise, Franck Samson
Learning the optimal scale for GWAS through hierarchical SNP aggregation. BMC Bioinform. 19 (1) (2018)
Jean-Michel Bécu, Yves Grandvalet, Christophe Ambroise, Cyril Dalmasso
Beyond support in two-stage variable selection. Stat. Comput. 27 (1) (2017)
Virginie Stanislas, Cyril Dalmasso, Christophe Ambroise
Eigen-Epistasis for detecting gene-gene interactions. BMC Bioinform. 18 (1) (2017)
Alia Dehman, Christophe Ambroise, Pierre Neuvial
Performance of a blockwise approach in variable selection using linkage disequilibrium information. BMC Bioinform. 16 (2015)
Jean-Michel Bécu, Christophe Ambroise, Yves Grandvalet, Cyril Dalmasso
Significance testing for variable selection in high-dimension. CIBCB (2015)
Julien Chiquet, Yves Grandvalet, Christophe Ambroise
Inferring multiple graphical structures. Stat. Comput. 21 (4) (2011)
Hugo Zanghi, Stevenn Volant, Christophe Ambroise
Clustering based on random graph model embedding vertex features. Pattern Recognit. Lett. 31 (9) (2010)
Julien Chiquet, Alexander Smith, Gilles Grasseau, Catherine Matias, Christophe Ambroise
SIMoNe: Statistical Inference for MOdular NEtworks. Bioinform. 25 (3) (2009)
Hugo Zanghi, Franck Picard, Vincent Miele, Christophe Ambroise
Strategies for Online Inference of Model-Based Clustering in large Networks CoRR (2009)
Hugo Zanghi, Christophe Ambroise, Vincent Miele
Fast online graph clustering via Erdös-Rényi mixture. Pattern Recognit. 41 (12) (2008)
Pierre Latouche, Etienne Birmelé, Christophe Ambroise
Bayesian Methods for Graph Clustering. GfKl (2008)
Allou Samé, Christophe Ambroise, Gérard Govaert
An online classification EM algorithm based on the mixture model. Stat. Comput. 17 (3) (2007)
Marta Avalos, Yves Grandvalet, Christophe Ambroise
Parsimonious additive models. Comput. Stat. Data Anal. 51 (6) (2007)
Karim Yousfi, Christophe Ambroise, Jean Pierre Cocquerez, Jonathan Chevelu
Supervised Learning for Guiding Hierarchy Construction: Application to Osteo-Articular Medical Images Database. ICPR (1) (2006)
Aurélien Cord, Christophe Ambroise, Jean Pierre Cocquerez
Feature selection in robust clustering based on Laplace mixture. Pattern Recognit. Lett. 27 (6) (2006)
Allou Samé, Christophe Ambroise, Gérard Govaert
A classification EM algorithm for binned data. Comput. Stat. Data Anal. 51 (2) (2006)
Karim Yousfi, Christophe Ambroise, Jean Pierre Cocquerez, Jonathan Chevelu
Driving Hierarchy Construction via Supervised Learning: Application to Osteo-Articular Medical Images Database. ICIP (2006)
Marta Avalos, Yves Grandvalet, Christophe Ambroise
Discrimination par modèles additifs parcimonieux. Rev. d'Intelligence Artif. 19 (4-5) (2005)
Allou Samé, Gérard Govaert, Christophe Ambroise
A Mixture Model-Based On-line CEM Algorithm. IDA (2005)
Geoffrey J. McLachlan, Soong Chang, Jess Mar, Christophe Ambroise, Justin Xi Zhu
On the Simultaneous Use of Clinical and Microarray Expression Data in the Cluster Analysis of Tissue Samples. APBC (2004)
Micheline Najjar, Christophe Ambroise, Jean Pierre Cocquerez
Feature selection for semisupervised learning applied to image retrieval. ICIP (2) (2003)
Allou Samé, Christophe Ambroise, Gérard Govaert
A Mixture Model Approach for Binned Data Clustering. IDA (2003)
Micheline Najjar, Christophe Ambroise, Jean Pierre Cocquerez
Image Retrieval Using Mixture Models and EM Algorithm. SCIA (2003)
Marta Avalos, Yves Grandvalet, Christophe Ambroise
Regularization Methods for Additive Models. IDA (2003)
Yves Grandvalet, Florence d'Alché-Buc, Christophe Ambroise
Boosting Mixture Models for Semi-supervised Learning. ICANN (2001)
Florence d'Alché-Buc, Yves Grandvalet, Christophe Ambroise
Semi-supervised MarginBoost. NIPS (2001)
Christophe Ambroise, Geniève Sèze, Fouad Badran, Sylvie Thiria
Hierarchical clustering of self-organizing maps for cloud classification. Neurocomputing 30 (1-4) (2000)
Christophe Ambroise, Gérard Govaert
Convergence of an EM-type algorithm for spatial clustering. Pattern Recognit. Lett. 19 (10) (1998)