Ghislain Durif
Ghislain Durif
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Machine Learning
Extending approximate Bayesian computation with supervised machine learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest
Simulation-based methods such as approximate Bayesian computation (ABC) are well-adapted to the analysis of complex scenarios of …
François-David Collin
,
Ghislain Durif
,
Louis Raynal
,
Eric Lombaert
,
Mathieu Gautier
,
Renaud Vitalis
,
Jean-Michel Marin
,
Arnaud Estoup
Cite
DOI
HAL
publi
sofware
Kernel Operations on the GPU, with Autodiff, without Memory Overflows
Benjamin Charlier
,
Jean Feydy
,
Joan Alexis Glaunès
,
François-David Collin
,
Ghislain Durif
Cite
HAL
publi
software
code
BenchOpt
Benchmark repository for optimization
Mar 8, 2021
IMAG
,
Machine Learning
Code
Doc
R shiny: building interactive graphical applications seamlessly
ML-MTP online meeting, IMAG, Montpellier (France)
Feb 18, 2021 14:00 — 15:00
Online (from IMAG, Montpellier University, France)
Ghislain Durif
Slides
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 10:00 — 10:15
Online (originally Saint-Louis, Missouri, USA, cancelled due to Covid-19 crisis)
Benjamin Charlier
,
Jean Feydy
,
Joan Glaunes
,
Ghislain Durif
,
François-David Collin
Code
Video
Doc
CRAN
DIYABC-RF GUI
Graphical User Interface for DYIABC-RF software
Jul 10, 2020
diyabc
,
IMAG
,
Machine Learning
,
Population genetics
Code
Doc
Publi
Introduction to Machine Learning
Transverse Thematic Meeting on Machine Learning/Deep Learning,
Centre de Biochimie Structurale (CBS)
, Montpellier (France)
Mar 12, 2020 09:15 — 10:15
Centre de Biochimie Structurale (CBS), Montpellier (France)
Ghislain Durif
Loter2: Genome-wide local ancestry inference in admixed individuals with scalable penalized nearest neighbor algorithm
GenomeHarvest project seminar, CIRAD, Montpellier (France)
Feb 24, 2020 14:00 — 15:00
Montpellier (France)
G. Durif
,
T. Dias Alvès
,
J. Mairal
,
M. Blum
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 16:50 — 17:10
Pasteur Institute, Paris, France
Ghislain Durif
,
Julien Mairal
,
Michael Blum
Seamless Kernel Operations on GPU, with auto-differentiation and without memory overflows
SciDoLySE
Meeting, Lyon University, Villeurbanne (France)
Jan 7, 2020 14:00 — 15:00
Villeurbanne (France)
Benjamin Charlier
,
Ghislain Durif
,
Jean Feydy
,
Joan Glaunes
,
François-David Collin
»
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