Ghislain Durif
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On this page

  • Conferences/workshops
  • Seminars and other talks
  • Tutorials

Presentations

Note: due to a website refactoring, slides can be unavailable for some of the talks. This should (hopefully) be fixed soon.

Conferences/workshops

Website under construction, conference list will be available soon.

 

Bayesian inference of parental allele inheritance in fetus for noninvasive prenatal diagnosis (poster)

StatLearn 2023, Montpellier France
Apr 6, 2023

 

Bayesian inference of parental allele inheritance in fetus for noninvasive prenatal diagnosis (poster)

Statistical Methods for Post-Genomic Data (SMPGD) 2023, Ghent, Belgium
Feb 2, 2023

 

Reproducible research, Good practices and useful information

mtp-rr2021: Workshop on Reproducible Research, online (organiszed by Montpellier University, France)
Jun 23, 2021

 

KeOps: seamless Kernel Operations on GPU without memory overflows

useR 2020, online (originally Saint-Louis, Missouri, USA, cancelled due to Covid-19 crisis)
Jul 15, 2020

 

Genome-wide local ancestry inference in admixed individuals with scalable penalized nearest neighbor algorithm

Statistical Methods for Post Genomic Data (SMPGD) 2020, Pasteur Institute, Paris, France
Jan 23, 2020

 

KeOps: seamless Kernel Operations on GPU, with auto-differentiation and without memory overflows

Journées Calcul et Données (JCAD) 2019, Toulouse Federal University, Toulouse (France)
Oct 9, 2019

 

Multivariate analysis of single cell genomic expression data

Paris Single Cell Day (PASIC) 2018, Muséum National d’Histoire Naturelle de Paris, Paris (France)
Oct 4, 2018

 

Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis

Research in Computational Molecular Biology, 22nd Annual International Conference RECOMB 2018, Pierre et Marie Curie Campus, Sorbonne University, Paris (France)
Apr 23, 2018

 

Count-based Probabilistic PCA for single-cell data analysis

ISCB NGS 2017 Structural Variation and Population Genomics, Barcelona Biomedical Research Park, Barcelona (Spain)
Apr 3, 2017

 

Count Matrix Factorization and Single Cell Data Analysis

Journées Ouvertes de Biologie Informatique et Mathématiques (JOBIM) 2016, ENS Lyon, Lyon (France)
Jun 30, 2016

 

Count Matrix Factorization for Dimension Reduction and Data Visualization

Statistical Methods for Post-Genomic Data (SMPGD) 2016, Lille University, Lille (France)
Jan 6, 2016

 

Adaptive Sparse PLS for Logistic Regression

Journées du GDR Stat et Santé, Paris Descartes University, Paris (France)
Jun 12, 2015

 

Adaptive Sparse PLS for Logistic Regression

47èmes Journées de Statistique de la SFdS (JdS), Lille University, Lille (France)
Jun 2, 2015

 

Adaptive Sparse PLS for Logistic Regression

Statistical Methods for Post-Genomic Data (SMPGD) 2015, Ludwig-Maximilians-Universität, Munich (Germany)
Feb 13, 2015
No matching items

    Seminars and other talks

     

    R helper packages to develop R packages

    BioComputing hub meeting, LBMC, ENS Lyon, France
    Feb 28, 2023

     

    Quarto: markdown-based document creation/edition, Static website generator and more

    BioComputing hub meeting, LBMC, ENS Lyon, France
    Nov 23, 2022

     

    Introducing software licenses, focus on free and open source softwares

    BioInfo club, LBMC, ENS Lyon, France
    Nov 3, 2022

     

    Les licences logicielles, focus sur le logiciel libre

    2ème rencontre ISDM-NUMEV “Logiciel libre : opportunités et valorisation ?”, Campus St Priest, Montpellier University, France
    Jun 27, 2022

     

    Statistics and machine learning for applications in biology

    Lab seminar, LBMC, ENS Lyon, France
    Jan 14, 2022

     

    R shiny: building interactive graphical applications seamlessly

    ML-MTP online meeting, IMAG, Montpellier (France)
    Feb 18, 2021

     

    Introduction to Machine Learning

    Transverse Thematic Meeting on Machine Learning-Deep Learning, Centre de Biochimie Structurale (CBS), Montpellier (France)
    Mar 12, 2020

     

    Loter2: Genome-wide local ancestry inference in admixed individuals with scalable penalized nearest neighbor algorithm

    GenomeHarvest project seminar, CIRAD, Montpellier (France)
    Feb 24, 2020

     

    Seamless Kernel Operations on GPU, with auto-differentiation and without memory overflows

    SciDoLySE Meeting, Lyon University, Villeurbanne (France)
    Jan 7, 2020

     

    Dimension reduction for Single Cell Expression Data Analysis

    Seminar of the Chromatin and cell biology team, Institute of Human Genetics (IGH), Montpellier (France)
    Nov 20, 2019

     

    Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis

    Montpellier Bio-Informatics (MBI) meeting, Genopolys, Montpellier (France)
    Sep 24, 2019

     

    Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis

    Single-cell RNA-seq Day, INSA Toulouse, Toulouse (France)
    Jul 4, 2019

     

    Sparsity and dimension reduction

    Bordeaux Data Science conference, Bordeaux (France)
    Apr 4, 2019

     

    High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression

    Statistical modeling Seminar, IRMA, Strasbourg University, Strasbourg (France)
    Jun 4, 2018

     

    High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression

    Statistics seminar, Laboratoire Jean Kuntzmann (LJK), Grenoble Alpes University, Grenoble (France)
    May 3, 2018

     

    Multivariate statistics for single-data data analysis: zero-inflated count matrix factorization for data exploration and sparse PLS-based logistic regression for classification

    StatOmique group meeting, AgroParisTech, Paris (France)
    Mar 27, 2017

     

    Count Matrix Factorization and Single Cell Data Analysis

    BCM seminar, TIMC-IMAG, Grenoble Alpes University, Grenoble (France)
    Jun 10, 2016

     

    Adaptive Sparse PLS for Logistic Regression

    Statistics seminar, IMAG/SupAgro, Montpellier (France)
    Jun 8, 2015

     

    Adaptive Spare PLS for Logistic Regression: Dimension reduction, variable selection and classification

    Statistics seminar, Laboratoire MAP5, Paris-Descartes University, Paris (France)
    Feb 6, 2015

     

    Réduction de dimension, sélection de variables et classification supervisée: Sparse PLS et modèle linéaire généralisé (french)

    Statistics seminar, Laboratoire J.-A. Dieudonné, Nice-Sophia-Antipolis University, Nice (France)
    Sep 4, 2014

     

    Multivariate analysis and dimension reduction: Sparse PLS, a comparative study

    Statistics for System Biology seminar, INRA/AgroParisTech, Paris (France)
    Sep 17, 2013
    No matching items

      Tutorials

      Website under construction, tutorial list will be available soon.

       

      Developing an R package

      Multiple sessions
      Jul 11, 2022

       

      Introduction to R shiny

      Multiple sessions
      May 20, 2021

       

      A non exhaustive tour of optimization-related tools for machine learning and statistics in R

      “State of the R” online session, AgroParisTech, Paris (France)
      Jan 22, 2021
      No matching items

      Made with Quarto by Ghislain Durif. License: CC BY-SA 2.0 (unless otherwise and explicitly mentionned).