Publications
This list is built from my HAL and Google Scholar profiles. Choose a research theme on the left; the colour gives the type of publication.
Show the data as a table
| Theme | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 | 2027 | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Evaluation of AI | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 7 | 2 | 2 | 3 | 8 | 4 | 8 | 19 | 0 | 55 |
| Machine Learning | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 2 | 0 | 1 | 1 | 0 | 3 | 4 | 4 | 6 | 5 | 4 | 5 | 8 | 6 | 9 | 11 | 0 | 71 |
| Optimal Transport | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 3 | 1 | 3 | 0 | 6 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 3 | 43 |
| Statistics and Data Science | 2 | 0 | 2 | 1 | 3 | 5 | 5 | 8 | 6 | 7 | 6 | 4 | 11 | 3 | 3 | 7 | 5 | 5 | 6 | 6 | 7 | 6 | 6 | 5 | 6 | 2 | 127 |
| Industrial Projects | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 2 | 0 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 22 |
All publications
Publications across all research themes, newest first.
202 publications
2027
- Stat. Sci.
- Bernoulli
- JMVA
2026
- TMLR
- npj Digit. Med.
- Front. Digit. Health
- Dalloz IP/IT
- AI Measurement Network
- NeurIPS
- ICML
- ICML
- ICML
- ECCV
- SaTML
- SaTML
- ECML PKDD
- ICMI
- OASIcs
- Preprint
- Preprint
- Preprint
- Preprint
- Preprint
- Preprint
- Preprint
- Preprint
- Preprint
2025
- Ann. Statist.
- JMVA
- J. Corp. Account. Finance
- Stat
- NeurIPS
- ICML
- SaTML
- ECML PKDD
- ECAI
- RJCIA
- Preprint
- Preprint
- Preprint
2024
- JMLR
- Bernoulli
- Ann. IHP Probab. Stat.
- EJS
- TMLR
- Mach. Learn.
- Amer. J. Math. Manag. Sci.
- Preprint
- Preprint
- Preprint
2023
- SIMODS
- Inf. Inference
- TMLR
- SIIMS
- C. R. Math.
- Adv. Data Anal. Classif.
- BMC Microbiol.
- Algorithms
- Algorithms
- Stat. Soc.
- ACL Findings
- AISTATS
- ICASSP
- EWAF
2022
- Bernoulli
- IEEE Trans. IP
- J. Math. Imaging Vis.
- J. Infect.
- Amer. Statist.
- Risks
- Book chapter
- ERTS
- JdS
- Preprint
2021
- Inf. Sci.
- J. Infect.
- J. Infect.
- Rev. Med. Virol.
- Viruses
- J. Risk
- Algorithms
- CLADAG
- CVPR
- Preprint
2020
- EJS
- EJS
- IEEE Trans. Big Data
- J. Infect.
- BMC Bioinform.
- Comm. Statist.
- Patent
- Preprint
- Preprint
- Preprint
- Preprint
2019
- Ann. Probab.
- Inf. Inference
- JMVA
- Sci. Rep.
- Stat. Soc.
- PRICAI
- LOD
- CHEMI
- Space Operations
- ICML
- PRICAI
- Software
- Preprint
- Preprint
2018
- IEEE Trans. IT
- Canad. J. Statist.
- J. Dent.
- Stat. Soc.
- LOD
- Preprint
- Preprint
2017
- PTRF
- EJS
- EJS
- IEEE Trans. ITS
- C. R. Palevol
- Ann. Econ. Stat.
- Comm. Statist.
- Book chapter
- Preprint
- Preprint
- Preprint
2016
- IEEE Trans. ITS
- Stat. Inference Stoch. Process.
- IRIT
- Journal
-
JdS
Détection d’événements atypiques dans des données fonctionnelles
- Preprint
2015
- Bernoulli
-
Statistica Sinica
A ROBBINS MONRO PROCEDURE FOR THE ESTIMATION OF PARAMETRIC DEFORMATIONS ON RANDOM VARIABLES
-
JMVA
A parametric registration model for warped distributions with Wasserstein’s distance
- PLoS ONE
- GSI
2014
- PTRF
- IEEE Trans. IT
- ESAIM P&S
- CSDA
- J. Nonparametr. Stat.
-
Stat. Methods Appl.
Estimation of covariance functions by a fully data-driven model selection procedure and its application to Kriging spatial interpolation of real rainfall data
- RSTI-ISI
- Stat.
- NeurIPS
-
PLS
A unified framework to study the properties of the PLS vector of regression coefficients
- Patent
- Preprint
- Preprint
2013
- ALEA
-
J. Hum. Evol.
A new partial temporal bone of a juvenile hominin from the site of Kromdraai B (South Africa)
- Math. Biosci.
- Int. J. Appl. Math. Stat.
2012
- PTRF
- EJS
- Stat. Probab. Lett.
- Math. Methods Statist.
- Stat. Risk Model.
- Patent
- Preprint
2011
- JMLR
- ESAIM P&S
- Stat. Comput.
- JSPI
- JSPI
- Math. Methods Statist.
- Preprint
-
Preprint
Régularisation de problemes inverses linéaires avec opérateur inconnu
2010
- EJS
- ESAIM P&S
- Constr. Approx.
- JdS
- JdS
- Preprint
2009
- ESAIM P&S
-
J. Math. Imaging Vis.
Statistical M-estimation and consistency in large deformable models for image warping
- Math. Methods Statist.
-
Semin. Orthod.
3D tooth modeling for orthodontic assessment
-
Int. J. Appl. Math. Stat.
Penalized maximum likelihood estimation with l1 penalty
- Int. J. Tomogr. Stat.
-
ITS World Congress
A statistical framework for road traffic prediction
- Preprint
2008
- EJS
- J. Math. Anal. Appl.
- Stat. Decis.
- Comm. Statist.
- MICCAI
2007
- EJS
- TEST
- ALEA
-
C. R. Math.
sparsity and applications in estimation
-
Preprint
Multi-Objective K-means Application to road traffic prediction
2006
-
Canad. J. Statist.
Road trafficking description and short term travel time forecasting, with a classification method
- Stat. Probab. Lett.
-
Int. J. Tomogr. Stat.
Bayesian methods for a particular inverse problem: seismic tomography
2005
-
Bernoulli
Wavelet estimation of a multifractal function
2004
-
Ann. Statist.
Discussion of" Least angle regression" by Efron et al
-
Econometric Soc. Meeting
Saturation spaces for regularization methods in inverse problems
2002
-
Statistica Neerl.
Adaptive estimation with soft thresholding penalties
-
Preprint
Solving Differential Equations with Endogeneous Effects
No publication matches this selection.