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Bringing ABC inference to the machine learning realm : AbcRanger, an optimized random forests library for ABC

François-David Collin , Arnaud Estoup , Jean-Michel Marin , Louis Raynal
JOBIM 2020, Jun 2020, Montpellier, France
Conference papers hal-02910067v2
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Kernel Operations on the GPU, with Autodiff,without Memory Overflows

Benjamin Charlier , Jean Feydy , Joan Glaunès , François-David Collin , Ghislain Durif et al.
Journal of Machine Learning Research, 2021, 22 (74), pp.1-6
Journal articles hal-02517462v2
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Multiboost: a multi-purpose boosting package

D. Benbouzid , Róbert Busa-Fekete , N. Casagrande , F.-D. Collin , Balázs Kégl et al.
Journal of Machine Learning Research, 2012, 13, pp.549-553
Journal articles in2p3-00698455v1

Développement et optimisation d’un outil de simulation en C++ de données génomiques en populations spatialisées

Thimothee Virgoulay , Raphaël Leblois , Alexandre Dehne Garcia , François David Collin
Journées Ouvertes en Biologie, Informatique et Mathématiques (JOBIM 2018), Jul 2018, Marseille, France. 366 p., 2018, Journées Ouvertes en Biologie, Informatique et Mathématiques : JOBIM 2018 Abstracts
Poster communications hal-02733797v1
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Extending Approximate Bayesian Computation with Supervised Machine Learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest

François‐david Collin , Ghislain Durif , Louis Raynal , Eric Lombaert , Mathieu Gautier et al.
Molecular Ecology Resources, 2021, 21 (8), pp.2598-2613. ⟨10.1111/1755-0998.13413⟩
Journal articles hal-03229207v1