Julien Chiquet

Julien Chiquet

AgroParisTech

H-index: 21

Europe-France

About Julien Chiquet

Julien Chiquet, With an exceptional h-index of 21 and a recent h-index of 15 (since 2020), a distinguished researcher at AgroParisTech, specializes in the field of Statistics, Machine Learning, Computational Biology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hair-Derived Exposome Exploration of Cardiometabolic Health: Piloting a Bayesian Multitrait Variable Selection Approach

Benchmarking predictive models: evaluating parametric, ensemble, and deep learning approaches for animal phenotype prediction from genotypes.

Package ‘quadrupen’

Adjusting the adjusted Rand Index: A multinomial story

Automated calibration of consensus weighted distance-based clustering approaches using sharp

Automated calibration for stability selection in penalised regression and graphical models

Cell specialization and coordination in Arabidopsis leaves upon pathogenic attack revealed by scRNA-seq

Finite-sum optimization: Adaptivity to smoothness and loopless variance reduction

Julien Chiquet Information

University

Position

Université Paris-Saclay INRAE

Citations(all)

3356

Citations(since 2020)

2093

Cited By

2083

hIndex(all)

21

hIndex(since 2020)

15

i10Index(all)

26

i10Index(since 2020)

23

Email

University Profile Page

AgroParisTech

Google Scholar

View Google Scholar Profile

Julien Chiquet Skills & Research Interests

Statistics

Machine Learning

Computational Biology

Top articles of Julien Chiquet

Title

Journal

Author(s)

Publication Date

Hair-Derived Exposome Exploration of Cardiometabolic Health: Piloting a Bayesian Multitrait Variable Selection Approach

Environmental Science & Technology

Rin Wada

Feng-Jiao Peng

Chia-An Lin

Roel Vermeulen

Alba Iglesias-González

...

2024/3/13

Benchmarking predictive models: evaluating parametric, ensemble, and deep learning approaches for animal phenotype prediction from genotypes.

Eric Barrey

Blaise Hanczar

Julien Chiquet

Didier Boichard

Jocelyn de Goër de Herve

...

2024/3/12

Package ‘quadrupen’

Julien Chiquet

Maintainer Julien Chiquet

LinkingTo Rcpp

2023/12/18

Adjusting the adjusted Rand Index: A multinomial story

Computational Statistics

Martina Sundqvist

Julien Chiquet

Guillem Rigaill

2023/3

Automated calibration of consensus weighted distance-based clustering approaches using sharp

Bioinformatics

Barbara Bodinier

Dragana Vuckovic

Sabrina Rodrigues

Sarah Filippi

Julien Chiquet

...

2023/11/1

Automated calibration for stability selection in penalised regression and graphical models

Journal of the Royal Statistical Society Series C: Applied Statistics

Barbara Bodinier

Sarah Filippi

Therese Haugdahl Nøst

Julien Chiquet

Marc Chadeau-Hyam

2023/11

Cell specialization and coordination in Arabidopsis leaves upon pathogenic attack revealed by scRNA-seq

Plant Communications

Etienne Delannoy

Bastien Batardiere

Stéphanie Pateyron

Ludivine Soubigou-Taconnat

Julien Chiquet

...

2023/9/11

Finite-sum optimization: Adaptivity to smoothness and loopless variance reduction

arXiv preprint arXiv:2307.12615

Bastien Batardière

Julien Chiquet

Joon Kwon

2023/7/24

Cell specialization and coordination inArabidopsisleaves upon pathogenic attack revealed by scRNA-seq

E Delannoy

B Batardiere

S Pateyron

L Soubigou-Taconnat

J Chiquet

...

2023/3/2

A probabilistic graph coupling view of dimension reduction

Advances in Neural Information Processing Systems

Hugues Van Assel

Thibault Espinasse

Julien Chiquet

Franck Picard

2022/12/6

Le modèle Poisson log-normal pour l’analyse de distributions jointes d’abondance

Julien Chiquet

Marie-Josée Cros

Mahendra Mariadassou

Nathalie Peyrard

Stéphane Robin

...

2022/9/23

The Poisson Log‐Normal Model: A Generic Framework for Analyzing Joint Abundance Distributions

Statistical Approaches for Hidden Variables in Ecology

Julien Chiquet

Marie‐Josée Cros

Mahendra Mariadassou

Nathalie Peyrard

Stéphane Robin

2022/3/21

Coupling ecological network analysis with high-throughput sequencing-based surveys: Lessons from the next-generation biomonitoring project

Maxime Dubart

Pascal Alonso

Didac Barroso-Bergada

Nathalie Becker

Kevin Bethune

...

2021/1/1

Temporal patterns in tick-borne microbe interactions

Emilie Lejal

Julien Chiquet

Julie Aubert

Stéphane Robin

Agustín Estrada-Peña

...

2021/10/13

Joint species distributions reveal the combined effects of host plants, abiotic factors and species competition as drivers of species abundances in fruit flies

Ecology Letters

Benoit Facon

Abir Hafsi

Maud Charlery De La Masseliere

Stéphane Robin

François Massol

...

2021/9

The Poisson-lognormal model as a versatile framework for the joint analysis of species abundances

Frontiers in Ecology and Evolution

Julien Chiquet

Mahendra Mariadassou

Stéphane Robin

2021/3/31

Identification of deregulation mechanisms specific to cancer subtypes

Journal of Bioinformatics and Computational Biology

Magali Champion

Julien Chiquet

Pierre Neuvial

Mohamed Elati

François Radvanyi

...

2021/2/1

Éditorial du numéro 162 du journal de la Société Française de Statistique

Journal de la société française de statistique

Julien Chiquet

Jean-Michel Marin

2021

Temporal patterns in Ixodes ricinus microbial communities: an insight into tick-borne microbe interactions

Microbiome

Emilie Lejal

Julien Chiquet

Julie Aubert

Stephane Robin

A Estrada-Peña

...

2021/12

Package ‘aricode’

R package version

Julien Chiquet

Guillem Rigaill

Martina Sundqvist

Valentin Dervieux

Florent Bersani

2020

See List of Professors in Julien Chiquet University(AgroParisTech)

Co-Authors

H-index: 48
Stéphane ROBIN

Stéphane ROBIN

AgroParisTech

H-index: 31
Nikolaos Limnios

Nikolaos Limnios

Université de Technologie de Compiègne

H-index: 30
Yves Grandvalet

Yves Grandvalet

Université de Technologie de Compiègne

H-index: 28
Christophe Ambroise

Christophe Ambroise

Université d'Évry-Val d'Essonne

H-index: 19
Céline Lévy-Leduc

Céline Lévy-Leduc

AgroParisTech

H-index: 18
Pierre Barbillon

Pierre Barbillon

AgroParisTech

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