Julien Chiquet

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Variable Selection

Top Venues

J. Multivar. Anal.

Publications

Martina Sundqvist, Julien Chiquet, Guillem Rigaill
Adjusting the adjusted Rand Index. Comput. Stat. 38 (1) (2023)
Barbara Bodinier, Dragana Vuckovic, Sabrina Rodrigues, Sarah Filippi, Julien Chiquet, Marc Chadeau-Hyam
Automated calibration of consensus weighted distance-based clustering approaches using sharp. Bioinform. 39 (10) (2023)
Pierre Barbillon, Julien Chiquet, Timothée Tabouy
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model. J. Stat. Softw. 101 (12) (2022)
Hugues Van Assel, Thibault Espinasse, Julien Chiquet, Franck Picard
A Probabilistic Graph Coupling View of Dimension Reduction. NeurIPS (2022)
Magali Champion, Julien Chiquet, Pierre Neuvial, Mohamed Elati, François Radvanyi, Etienne Birmelé
Identification of deregulation mechanisms specific to cancer subtypes. J. Bioinform. Comput. Biol. 19 (1) (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)
Audrey Hulot, Julien Chiquet, Florence Jaffrézic, Guillem Rigaill
Fast tree aggregation for consensus hierarchical clustering. BMC Bioinform. 21 (1) (2020)
Julien Chiquet, Stéphane Robin, Mahendra Mariadassou
Variational Inference for sparse network reconstruction from count data. ICML (2019)
Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet, Julien Chiquet
Variable selection in multivariate linear models with high-dimensional covariance matrix estimation. J. Multivar. Anal. 166 (2018)
Florent Guinot, Marie Szafranski, Julien Chiquet, Anouk Zancarini, Christine Le Signor, Christophe Mougel, Christophe Ambroise
Fast Computation of Genome-Metagenome Interaction Effects. CoRR (2018)
Julien Chiquet, Tristan Mary-Huard, Stéphane Robin
Structured regularization for conditional Gaussian graphical models. Stat. Comput. 27 (3) (2017)
Pierre Latouche, Pierre-Alexandre Mattei, Charles Bouveyron, Julien Chiquet
Combining a relaxed EM algorithm with Occam's razor for Bayesian variable selection in high-dimensional regression. J. Multivar. Anal. 146 (2016)
Vincent Brault, Julien Chiquet, Céline Lévy-Leduc
Fast Detection of Block Boundaries in Block-Wise Constant Matrices. MLDM (2016)
Julien Chiquet, Yves Grandvalet, Christophe Ambroise
Inferring multiple graphical structures. Stat. Comput. 21 (4) (2011)
Julien Chiquet, Alexander Smith, Gilles Grasseau, Catherine Matias, Christophe Ambroise
SIMoNe: Statistical Inference for MOdular NEtworks. Bioinform. 25 (3) (2009)
Julien Chiquet, Mohamed Eid, Nikolaos Limnios
Modelling and estimating the reliability of stochastic dynamical systems with Markovian switching. Reliab. Eng. Syst. Saf. 93 (12) (2008)