Rodolphe Thiébaut

27 papers A* 1B 1Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data.
CoRR
Doudou Zhou, Han Tong, Linshanshan Wang, Suqi Liu, Xin Xiong, Ziming Gan, Romain Griffier, Boris P. Hejblum, Yun-Chung Liu, Chuan Hong, Clara-Lea Bonzel, Tianrun Cai, Kevin Pan, Yuk-Lam Ho, Lauren Costa, Vidul Ayakulangara Panickan, John Michael Gaziano, Kenneth D. Mandl, Vianney Jouhet, Rodolphe Thiébaut, Zongqi Xia, Kelly Cho, Katherine P. Liao, Tianxi Cai
2024 J jnl
Fréchet Random Forests for Metric Space Valued Regression with Non Euclidean Predictors.
J. Mach. Learn. Res.
Louis Capitaine, Jérémie Bigot, Rodolphe Thiébaut, Robin Genuer
2024 — conf
Optimizing Reservoir Computing with Genetic Algorithm for High-Dimensional SARS-CoV-2 Hospitalization Forecasting: Impacts of Genetic Algorithm Hyperparameters on Feature Selection and Reservoir Computing Hyperparameter Tuning.
EA
Thomas Ferté, Dan Dutartre, Boris P. Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Xavier Hinaut, Pierrick Legrand
2024 J jnl
Parameter estimation in nonlinear mixed effect models based on ordinary differential equations: an optimal control approach.
Comput. Stat.
Quentin Clairon, Chloé Pasin, Irene Balelli, Rodolphe Thiébaut, Mélanie Prague
2024 J jnl
Post-clustering difference testing: Valid inference and practical considerations with applications to ecological and biological data.
Comput. Stat. Data Anal.
Benjamin Hivert, Denis Agniel, Rodolphe Thiébaut, Boris P. Hejblum
2024 A* conf
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast.
ICML
Thomas Ferté, Dan Dutartre, Boris P. Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Pierrick Legrand, Xavier Hinaut
2023 J jnl
Modeling the kinetics of the neutralizing antibody response against SARS-CoV-2 variants after several administrations of Bnt162b2.
PLoS Comput. Biol.
Quentin Clairon, Mélanie Prague, Delphine Planas, Timothée Bruel, Laurent Hocqueloux, Thierry Prazuck, Olivier Schwartz, Rodolphe Thiébaut, Jérémie Guedj
2022 J jnl
Data-driven sparse partial least squares.
Stat. Anal. Data Min.
Hadrien Lorenzo, Olivier Cloarec, Rodolphe Thiébaut, Jérôme Saracco
2021 J jnl
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models.
J. Artif. Intell. Res.
Cédric Colas, Boris P. Hejblum, Sébastien Rouillon, Rodolphe Thiébaut, Pierre-Yves Oudeyer, Clément Moulin-Frier, Mélanie Prague
2020 J jnl
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models.
CoRR
Cédric Colas, Boris P. Hejblum, Sébastien Rouillon, Rodolphe Thiébaut, Pierre-Yves Oudeyer, Clément Moulin-Frier, Mélanie Prague
2019 J jnl
Fréchet random forests.
CoRR
Louis Capitaine, Robin Genuer, Rodolphe Thiébaut
2019 B conf
High-Dimensional Multi-Block Analysis of Factors Associated with Thrombin Generation Potential.
CBMS
Hadrien Lorenzo, Misbah Razzaq, Jacob Odeberg, Pierre-Emmanuel Morange, Jérôme Saracco, David Alexandre, Rodolphe Thiébaut
2019 J jnl
Supervised Learning for Multi-Block Incomplete Data.
CoRR
Hadrien Lorenzo, Jérôme Saracco, Rodolphe Thiébaut
2019 — conf
The Challenges of Implementing Healthcare Technology and Innovation Across Europe and Beyond: DPH Plenary Session.
PDH
Heli Laarmann, Clayton Hamilton, Arnold Bosman, Rodolphe Thiébaut, Umair A. Shah, Caroline Wood, Patty Kostkova
2016 J jnl
Group and sparse group partial least square approaches applied in genomics context.
Bioinform.
Benoît Liquet, Pierre Lafaye de Micheaux, Boris P. Hejblum, Rodolphe Thiébaut
2015 — conf
Proposal for a European Public Health Research Infrastructure for Sharing of health and Medical administrative data (PHRIMA).
MedInfo
Anita Burgun, Dina V. Oksen, Wolfgang Kuchinke, Hans-Ulrich Prokosch, Thomas Ganslandt, Iain E. Buchan, Tjeerd Pieter van Staa, James A. Cunningham, Marianne L. Gjerstorff, Jean-Charles Dufour, Jean-François Gibrat, Macha Nikolski, Pierre Verger, Anne Cambon-Thomsen, Cristina Masella, Emanuele Lettieri, Paolo Bertele, Marjut Salokannel, Rodolphe Thiébaut, Charles Persoz, Geneviève Chêne, Christian Ohmann
2015 J jnl
Time-Course Gene Set Analysis for Longitudinal Gene Expression Data.
PLoS Comput. Biol.
Boris P. Hejblum, Jason Skinner, Rodolphe Thiébaut
2014 J jnl
Erratum to "NIMROD: A program for inference via normal approximation of the posterior in models with random effects based on ordinary differential equations" [Comput. Methods Programs Biomed. 111 (2) (2013) 447-458].
Comput. Methods Programs Biomed.
Mélanie Prague, Daniel Commenges, Jérémie Guedj, Julia Drylewicz, Rodolphe Thiébaut
2014 J jnl
Quantifying and Predicting the Effect of Exogenous Interleukin-7 on CD4
PLoS Comput. Biol.
Rodolphe Thiébaut, Julia Drylewicz, Mélanie Prague, Christine Lacabaratz, Stéphanie Beq, Ana Jarne, Thérèse Croughs, Rafick-Pierre Sekaly, Michael M. Lederman, Irini Sereti, Daniel Commenges, Yves Lévy
2013 J jnl
NIMROD: A program for inference via a normal approximation of the posterior in models with random effects based on ordinary differential equations.
Comput. Methods Programs Biomed.
Mélanie Prague, Daniel Commenges, Jérémie Guedj, Julia Drylewicz, Rodolphe Thiébaut
2012 J jnl
A novel approach for biomarker selection and theintegration of repeated measures experiments from two assays.
BMC Bioinform.
Benoit Liquet, Kim-Anh Lê Cao, Hakim Hocini, Rodolphe Thiébaut
2011 J jnl
Inference in HIV dynamics models via hierarchical likelihood.
Comput. Stat. Data Anal.
Daniel Commenges, D. Jolly, Julia Drylewicz, Hein Putter, Rodolphe Thiébaut
2011 J jnl
Quantification of the Relative Importance of CTL, B Cell, NK Cell, and Target Cell Limitation in the Control of Primary SIV-Infection.
PLoS Comput. Biol.
Marjet Elemans, Rodolphe Thiébaut, Amitinder Kaur, Becca Asquith
2007 J jnl
Corrigendum to "Mixed models for longitudinal left-censored repeated measures" [Computer Methods and Programs in Biomedicine 74 (2004) 255-260].
Comput. Methods Programs Biomed.
Rodolphe Thiébaut, Hélène Jacqmin-Gadda
2007 J jnl
Robustness of the linear mixed model to misspecified error distribution.
Comput. Stat. Data Anal.
Hélène Jacqmin-Gadda, Solenne Sibillot, Cécile Proust, Jean-Michel Molina, Rodolphe Thiébaut
2004 J jnl
Mixed models for longitudinal left-censored repeated measures.
Comput. Methods Programs Biomed.
Rodolphe Thiébaut, Hélène Jacqmin-Gadda
2002 J jnl
Bivariate linear mixed models using SAS proc MIXED.
Comput. Methods Programs Biomed.
Rodolphe Thiébaut, Hélène Jacqmin-Gadda, Geneviève Chêne, Catherine Leport, Daniel Commenges