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Journal Articles
- 2023
[j13]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): 11-21 (2023)- 2022
- [j12]Anna Bonnet, Claire Lacour, Franck Picard, Vincent Rivoirard:
Uniform deconvolution for Poisson Point Processes. J. Mach. Learn. Res. 23: 194:1-194:36 (2022) - 2019
- [j11]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): 4011-4019 (2019) - 2018
- [j10]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): 485-493 (2018) - 2016
- [j9]Stéphane Ivanoff, Franck Picard, Vincent Rivoirard:
Adaptive Lasso and group-Lasso for functional Poisson regression. J. Mach. Learn. Res. 17: 55:1-55:46 (2016) - [j8]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): 285-301 (2016) - 2012
- [j7]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): 1078-1085 (2012) - 2011
- [j6]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): 10-21 (2011) - [j5]Franck Picard, Emilie Lebarbier, E. Budinskà, Stéphane Robin:
Joint segmentation of multivariate Gaussian processes using mixed linear models. Comput. Stat. Data Anal. 55(2): 1160-1170 (2011) - 2009
- [j4]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) - 2008
- [j3]Franck Picard, Jean-Jacques Daudin, Michel Koskas, Sophie Schbath, Stéphane Robin:
Assessing the Exceptionality of Network Motifs. J. Comput. Biol. 15(1): 1-20 (2008) - [j2]Jean-Jacques Daudin, Franck Picard, Stéphane Robin:
A mixture model for random graphs. Stat. Comput. 18(2): 173-183 (2008) - 2005
- [j1]Franck Picard, Stéphane Robin, Marc Lavielle, Christian Vaisse, Jean-Jacques Daudin:
A statistical approach for array CGH data analysis. BMC Bioinform. 6: 27 (2005)
Conference and Workshop Papers
- 2022
- [c3]Hugues Van Assel, Thibault Espinasse, Julien Chiquet, Franck Picard:
A Probabilistic Graph Coupling View of Dimension Reduction. NeurIPS 2022 - 2018
- [c2]Ghislain Durif, Laurent Modolo, Jeff E. Mold, Sophie Lambert-Lacroix, Franck Picard:
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. RECOMB 2018: 254-255 - 2013
- [c1]Guillem Rigaill, Vincent Miele, Franck Picard:
Fast and Parallel Algorithm for Population-Based Segmentation of Copy-Number Profiles. CIBB 2013: 248-258
Informal and Other Publications
- 2023
- [i2]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 abs/2307.08509 (2023) - 2009
- [i1]Hugo Zanghi, Franck Picard, Vincent Miele, Christophe Ambroise:
Strategies for Online Inference of Model-Based Clustering in large Networks. CoRR abs/0910.2034 (2009)
Coauthor Index
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