Julien Chiquet

22 papers A* 2Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An integrated method for clustering and association network inference.
Comput. Stat. Data Anal.
Jeanne Tous, Julien Chiquet
2026 J jnl
Overcoming Barriers to Computational Reproducibility.
CoRR
Roman Hornung, László Németh, Oleksandr Zadorozhny, Theresa Ullmann, Michael Kammer, Rebecca Killick, Christopher J. Paciorek, Julien Chiquet, Moritz Herrmann, Lucija Batinovíc, Rickard Carlsson, Pierre Neuvial, Boris P. Hejblum, Julia Wrobel, Anne-Laure Boulesteix, Karsten Tabelow
2025 J jnl
Deep Generative Models for Discrete Genotype Simulation.
CoRR
Sihan Xie, Thierry Tribout, Didier Boichard, Blaise Hanczar, Julien Chiquet, Eric Barrey
2025 J jnl
Stability Selection and Consensus Clustering in
J. Stat. Softw.
Barbara Bodinier, Sabrina Rodrigues, Maryam Karimi, Sarah Filippi, Julien Chiquet, Marc Chadeau-Hyam
2025 J jnl
Zero-inflation in the multivariate poisson lognormal family.
Stat. Comput.
Bastien Batardiere, Julien Chiquet, François Gindraud, Mahendra Mariadassou
2024 J jnl
pyPLNmodels: A Python package to analyze multivariate high-dimensional count data.
J. Open Source Softw.
Bastien Batardiere, Joon Kwon, Julien Chiquet
2023 J jnl
Adjusting the adjusted Rand Index.
Comput. Stat.
Martina Sundqvist, Julien Chiquet, Guillem Rigaill
2023 J jnl
Automated calibration of consensus weighted distance-based clustering approaches using sharp.
Bioinform.
Barbara Bodinier, Dragana Vuckovic, Sabrina Rodrigues, Sarah Filippi, Julien Chiquet, Marc Chadeau-Hyam
2022 A* conf
A Probabilistic Graph Coupling View of Dimension Reduction.
NeurIPS
Hugues Van Assel, Thibault Espinasse, Julien Chiquet, Franck Picard
2022 J jnl
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model.
J. Stat. Softw.
Pierre Barbillon, Julien Chiquet, Timothée Tabouy
2021 J jnl
Identification of deregulation mechanisms specific to cancer subtypes.
J. Bioinform. Comput. Biol.
Magali Champion, Julien Chiquet, Pierre Neuvial, Mohamed Elati, François Radvanyi, Etienne Birmelé
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
Fast tree aggregation for consensus hierarchical clustering.
BMC Bioinform.
Audrey Hulot, Julien Chiquet, Florence Jaffrézic, Guillem Rigaill
2019 A* conf
Variational Inference for sparse network reconstruction from count data.
ICML
Julien Chiquet, Stéphane Robin, Mahendra Mariadassou
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
Variable selection in multivariate linear models with high-dimensional covariance matrix estimation.
J. Multivar. Anal.
Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet, Julien Chiquet
2017 J jnl
Structured regularization for conditional Gaussian graphical models.
Stat. Comput.
Julien Chiquet, Tristan Mary-Huard, Stéphane Robin
2016 J jnl
Combining a relaxed EM algorithm with Occam's razor for Bayesian variable selection in high-dimensional regression.
J. Multivar. Anal.
Pierre Latouche, Pierre-Alexandre Mattei, Charles Bouveyron, Julien Chiquet
2016 — conf
Fast Detection of Block Boundaries in Block-Wise Constant Matrices.
MLDM
Vincent Brault, Julien Chiquet, Céline Lévy-Leduc
2011 J jnl
Inferring multiple graphical structures.
Stat. Comput.
Julien Chiquet, Yves Grandvalet, Christophe Ambroise
2009 J jnl
SIMoNe: Statistical Inference for MOdular NEtworks.
Bioinform.
Julien Chiquet, Alexander Smith, Gilles Grasseau, Catherine Matias, Christophe Ambroise
2008 J jnl
Modelling and estimating the reliability of stochastic dynamical systems with Markovian switching.
Reliab. Eng. Syst. Saf.
Julien Chiquet, Mohamed Eid, Nikolaos Limnios