Scholar
Julien Chiquet
Google Scholar ID: FM2gRsYAAAAJ
Université Paris-Saclay, INRAE, AgroParisTech
Citations & Impact
Citations
2,705
H-index
20
i10-index
32
Publications
20
Co-authors
29
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Zero-inflation in the Multivariate Poisson Lognormal Family' in Statistics and Computing (2025)
- Published 'Importance sampling-based gradient method for dimension reduction in Poisson log-normal model' in Electronic Journal of Statistics (2025)
- Published 'Stability Selection and Consensus Clustering in R: The R Package sharp' in Journal of Statistical Software (2025)
- Developed the R package 'sharp' for stability-enhanced variable selection, graphical modeling, and clustering
- Created a Quarto template for HCERES reports supporting Markdown, code, equations, plots, and BibLaTeX integration with HAL
- Delivered invited talks at seminars including Séminaire Parisien de Statistique and ML4 Life Science
Background
- Senior Researcher in Statistical Learning at Université Paris-Saclay / AgroParisTech / INRAE
- Head of UMR MIA Paris-Saclay
- Leader of the SOLsTIS research team
- Chief Editor of the journal Computo
- Research interests: statistics and machine learning, sparse methods and regularization, multivariate analysis, latent variable models, optimization and algorithms
- Applications in life sciences, ecology, environment, metagenomics, metabolomics, genomics, and reproducible research
