Franck Picard

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 9

Top Topics

High Dimensional

Matrix Factorization

Dimension Reduction

Top Venues

J. Mach. Learn. Res.

Publications

Anthony Ozier-Lafontaine, Camille Fourneaux, Ghislain Durif, Céline Vallot, Olivier Gandrillon, Sandrine Giraud, Bertrand Michel, Franck Picard
Kernel-Based Testing for Single-Cell Differential Analysis. CoRR (2023)
Maxime Lepetit, Mirela Diana Ilie, Marie Chanal, Gerald Raverot, Philippe Bertolino, Christophe Arpin, Franck Picard, Olivier Gandrillon
scAN1.0: A reproducible and standardized pipeline for processing 10X single cell RNAseq data. Silico Biol. 15 (1-2) (2023)
Anna Bonnet, Claire Lacour, Franck Picard, Vincent Rivoirard
Uniform deconvolution for Poisson Point Processes. J. Mach. Learn. Res. 23 (2022)
Hugues Van Assel, Thibault Espinasse, Julien Chiquet, Franck Picard
A Probabilistic Graph Coupling View of Dimension Reduction. NeurIPS (2022)
Ghislain Durif, Laurent Modolo, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard
Probabilistic count matrix factorization for single cell expression data analysis. Bioinform. 35 (20) (2019)
Ghislain Durif, Laurent Modolo, Jakob Michaelsson, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard
High dimensional classification with combined adaptive sparse PLS and logistic regression. Bioinform. 34 (3) (2018)
Ghislain Durif, Laurent Modolo, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. RECOMB (2018)
Vivian Viallon, Sophie Lambert-Lacroix, Holger Höfling, Franck Picard
On the robustness of the generalized fused lasso to prior specifications. Stat. Comput. 26 (1-2) (2016)
Stéphane Ivanoff, Franck Picard, Vincent Rivoirard
Adaptive Lasso and group-Lasso for functional Poisson regression. J. Mach. Learn. Res. 17 (2016)
Guillem Rigaill, Vincent Miele, Franck Picard
Fast and Parallel Algorithm for Population-Based Segmentation of Copy-Number Profiles. CIBB (2013)
Vincent Miele, Simon Penel, Vincent Daubin, Franck Picard, Daniel Kahn, Laurent Duret
High-quality sequence clustering guided by network topology and multiple alignment likelihood. Bioinform. 28 (8) (2012)
Mark A. van de Wiel, Franck Picard, Wessel N. van Wieringen, Bauke Ylstra
Preprocessing and downstream analysis of microarray DNA copy number profiles. Briefings Bioinform. 12 (1) (2011)
Franck Picard, Emilie Lebarbier, E. Budinskà, Stéphane Robin
Joint segmentation of multivariate Gaussian processes using mixed linear models. Comput. Stat. Data Anal. 55 (2) (2011)
Hugo Zanghi, Franck Picard, Vincent Miele, Christophe Ambroise
Strategies for Online Inference of Model-Based Clustering in large Networks CoRR (2009)
Franck Picard, Vincent Miele, Jean-Jacques Daudin, Ludovic Cottret, Stéphane Robin
Deciphering the connectivity structure of biological networks using MixNet. BMC Bioinform. 10 (S-6) (2009)
Jean-Jacques Daudin, Franck Picard, Stéphane Robin
A mixture model for random graphs. Stat. Comput. 18 (2) (2008)
Franck Picard, Jean-Jacques Daudin, Michel Koskas, Sophie Schbath, Stéphane Robin
Assessing the Exceptionality of Network Motifs. J. Comput. Biol. 15 (1) (2008)
Franck Picard, Stéphane Robin, Marc Lavielle, Christian Vaisse, Jean-Jacques Daudin
A statistical approach for array CGH data analysis. BMC Bioinform. 6 (2005)