Publications

2026

1. arXiv

   Independent Component Discovery in Temporal Count Data

   Alexandre Chaussard, Anna Bonnet, and Sylvain Le Corff

   arXiv, 2026

   arXiv
2. Gastroenterology

   Uncovering the dynamics of mucosa-associated microbiota in post-operative recurrence of Crohn’s disease

   Léonard Dubois, Alexandre Chaussard, Philippe Seksik, Stéphane Nancey, and 21 more authors

   Gastroenterology, 2026

   DOI

2025

1. Stats. & Comp.

   Tree-based variational inference for Poisson log-normal models

   Alexandre Chaussard, Anna Bonnet, Elisabeth Gassiat, and Sylvain Le Corff

   Statistics and Computing, 2025

   DOI arXiv
2. BMC Bioinfo.

   TaxaPLN: a taxonomy-aware augmentation strategy for microbiome-trait classification including metadata

   Alexandre Chaussard, Anna Bonnet, Sylvain Le Corff, and Harry Sokol

   BMC Bioinformatics, 2025

   DOI