Julien Chiquet

According to our database, Julien Chiquet authored at least 15 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Automated calibration of consensus weighted distance-based clustering approaches using sharp.

Barbara Bodinier, Dragana Vuckovic, Sabrina Rodrigues, Sarah Filippi, Julien Chiquet, Marc Chadeau-Hyam

Bioinform., October, 2023

Adjusting the adjusted Rand Index.

Martina Sundqvist, Julien Chiquet, Guillem Rigaill

Comput. Stat., March, 2023

2022

missSBM: An R Package for Handling Missing Values in the Stochastic Block Model.

Pierre Barbillon, Julien Chiquet, Timothée Tabouy

J. Stat. Softw., 2022

A Probabilistic Graph Coupling View of Dimension Reduction.

Hugues Van Assel, Thibault Espinasse, Julien Chiquet, Franck Picard

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Identification of deregulation mechanisms specific to cancer subtypes.

Magali Champion, Julien Chiquet, Pierre Neuvial, Mohamed Elati, François Radvanyi, Etienne Birmelé

J. Bioinform. Comput. Biol., 2021

2020

Fast tree aggregation for consensus hierarchical clustering.

Audrey Hulot, Julien Chiquet, Florence Jaffrézic, Guillem Rigaill

BMC Bioinform., 2020

Fast computation of genome-metagenome interaction effects.

Florent Guinot, Marie Szafranski, Julien Chiquet, Anouk Zancarini, Christine Le Signor, Christophe Mougel, Christophe Ambroise

Algorithms Mol. Biol., 2020

2019

Variational Inference for sparse network reconstruction from count data.

Julien Chiquet, Stéphane Robin, Mahendra Mariadassou

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Variable selection in multivariate linear models with high-dimensional covariance matrix estimation.

Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet, Julien Chiquet

J. Multivar. Anal., 2018

2017

Structured regularization for conditional Gaussian graphical models.

Julien Chiquet, Tristan Mary-Huard, Stéphane Robin

Stat. Comput., 2017

2016

Combining a relaxed EM algorithm with Occam's razor for Bayesian variable selection in high-dimensional regression.

Pierre Latouche, Pierre-Alexandre Mattei, Charles Bouveyron, Julien Chiquet

J. Multivar. Anal., 2016

Fast Detection of Block Boundaries in Block-Wise Constant Matrices.

Vincent Brault, Julien Chiquet, Céline Lévy-Leduc

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

2011

Inferring multiple graphical structures.

Julien Chiquet, Yves Grandvalet, Christophe Ambroise

Stat. Comput., 2011

2009

SIMoNe: Statistical Inference for MOdular NEtworks.

Julien Chiquet, Alexander Smith, Gilles Grasseau, Catherine Matias, Christophe Ambroise

Bioinform., 2009

2008

Modelling and estimating the reliability of stochastic dynamical systems with Markovian switching.

Julien Chiquet, Mohamed Eid, Nikolaos Limnios

Reliab. Eng. Syst. Saf., 2008