[pdf] Assessing the exceptionality of network motifs.
[pdf] Uncovering structure in biological networks.
[pdf] A segmentation-clustering problem for the analysis of array CGH data.
Invited conferences (from 2011)
Graph-Based Embedding for Dimension Reduction, Measure-theoretic Approaches and Optimal Transportation in Statistics, Paris, Institut Henri Poincaré 2022.
A Graph Coupling View of Dimension Reduction, Inverse Problems in Biology, Paris, Institut Henri Poincaré 2022.
Continuous Testing for Poisson Process Intensities, Journées MAS, SMAI, Grenoble, France 2016
Adaptive Lasso and group-Lasso for functional Poisson regression, 8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Londres, December 2015
Introduction to the statistical analysis of omics data in high dimension, LyonSysBio, Lyon, November 2015
G4 motifs are necessary but not sufficient for replication initiation in vertebrates, A.-L.Valton, F. Picard, P. Alberti, C. Saintomé, J.-F. Riou, and M.-N. Prioleau (speaker), G4 motifs are necessary but not sufficient for replication initiation in vertebrates, Eukaryotic DNA replication and Genome maintenance, Cold Spring Harbor, September 2015
Adaptive Generalized Fused-Lasso: Asymptotic Properties and Applications, 59th World Statistics Congres, Hong-Kong, August, 2013.
Fast and parallel Algorithm for Population-Based Segmentation of Copy-Number Profiles, CIBB 2013, Tenth International Meeting on Computational Intelligence, Methods for Bioinformatics and Biostatistics, Nice, France, June 2013.
Curve Clustering and Functional Mixed Models. Modeling, variable selection and application to Genomics, Journées de Statistique Fonctionnelle et Opérationnelle, Montpellier, France, Juin 2012
Wavelet-based clustering for mixed-effects functional models, (speaker: M. Giacofci), 1st Conference of the International Society for NonParametric Statistics, Chalkidiki, Greece, Juin 2012
Using scan statistics for peak detection in NGS data, 3rd Bioinformatics Workshop Canceropôles CLARA-PACA, Lyon, September 2011
Modèles de détection de ruptures et applications avec le logiciel R, Journée Palettes R INED-SFdS-MNHN, Paris, April 2011
Conferences with Proceedings (from 2011)
Durif, G. Modolo, L. Mold, J.E. Lambert-Lacroix, S. and Picard, F., Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis, RECOMB, Paris, France, 2018
Durif, G. Modolo, L. Mold, J.E. Lambert-Lacroix, S. and Picard, F., Sparse Gamma/Poisson PCA to unravel the genomic diversity of single-cell expression data, Statistical Challenges in Single-Cell Biology, Ascona, Switzerland, 2017
Rigaill, R. Miele, V., Picard, F., Fast and parallel Algorithm for Population-Based Segmentation of Copy-Number Profiles, CIBB 2013, Tenth International Meeting on Computational Intelligence, Methods for Bioinformatics and Biostatistics, Nice, France, June 2013.
Spatio-temporal characterization of the replication program along the whole human genome, Cadoret, J.C Picard, F., Audit, B. Arneodo, A. Duret, L. Prioleau, M.N., Cold Spring Harbor Laboratory Meetings, New York, 2011
Wavelet-based clustering for mixed-effects functional models, Giacofci, M. Lambert-Lacroix, S. Marot, G. Picard, F. Journées de Statistique SFDS, Tunis, 2011
Wavelet-based clustering for mixed-effects functional models, Giacofci, M. Lambert-Lacroix, S. Marot, G. Picard, F., International Biometric Society Channel Network, Bordeaux, 2011