IMAG

A Wilcoxon-Mann-Whitney spatial scan statistic for functional data
A nonparametric scan method for functional data indexed in space is introduced. The associated scan statistic is derived from the …
Cite DOI HAL publi
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 …
Cite DOI HAL publi sofware
Kernel Operations on the GPU, with Autodiff, without Memory Overflows
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)
Slides
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 14:00 — 17:00 AgroParisTech, Paris (France)
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)
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)
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)
´