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MOdels for Data Analysis and Learning

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members


Permanent Members

Who Position Office Affiliation Phone Email Web
Christophe Biernacki Professor & Scientific Leader A103 Inria et Université de Lille +33 3 59 57 78 58 Link Link
Alain Celisse Associate Professor (MCF) A102 Université de Lille +33 3 59 57 78 48 Link Link
Sophie Dabo-Niang Professor A105 Université de Lille TBD Link Link
Pascal Germain Researcher (CR) A103 Inria +33 3 59 57 78 77 Link Link
Benjamin Guedj Researcher (CR) A103 Inria +33 3 59 57 78 42 Link Link
Serge Iovleff Associate Professor (MCF) A104 Université de Lille +33 3 59 57 78 56 Link Link
Guillemette Marot Associate Professor (MCF) A102 Université de Lille +33 3 59 57 79 77 Link Link
Cristian Preda Professor A105 Polytech'Lille +33 3 59 57 78 57 Link Link
Hemant Tyagi Researcher (CR) Inria Link Link
Vincent Vandewalle Associate Professor (MCF) A104 Université de Lille +33 3 59 57 78 59 Link Link

Team Assistant

Who Office Phone Email
Anne Rejl A218 +33 3 59 57 78 45 Link

External Collaborators

Who Position Affiliation Email Web
Claire Monteleoni Associate Professor George Washington University Link Link
Julien Jacques Professor Université Lyon 2 Link Link

Non-permanent Members

Who Position Office Email Web
Yaroslav Averyanov Ph.D. Student A101
Maxime Baelde Ph.D. Student (CIFRE) A101 Link Link
Anne-Lise Bedenel Ph.D. Student (CIFRE) A123
Adrien Ehrhart Ph.D. Student (CIFRE) A123 Link
Fabien Laporte Post-Doc A102 fabien.laporte@inria.fr
Le Li Ph.D. Student (CIFRE) Angers
Arthur Leroy Ph.D. Student Paris
Bhargav Srinivasa Desikan Research Engineer A123 Link
Wilfried Heyse Intern A123 Link
Asmita Poddar Intern A123 Link Link
Vera Shalaeva Post-Doc A123 vera.shalaeva@inria.fr

Alumni

Who Former Position Current Position Email Web
Corinne Jamroz Team Assistant (2013-2015) Member of SAER at Inria Lille - Nord Europe Link
Sandrine Meilen Team Assistant (2010-2013) Head of SAER at Inria Lille - Nord Europe Link
Emmanuel Chazard Associate Member Assistant Professor at Université Lille 2
Thomas Verdebout Associate Member Professor at Université Libre de Bruxelles Link Link
Parmeet Bhatia Engineer (2011-2013) Research Scientist at Siemens Link
Perrine Boulenger Engineer
Vincent Kubicki Engineer InriaTech Link Link
Rémi Lebret Engineer Ph.D. student at Ecole Polytechnique Fédérale de Lausanne Link Link
Komi Nagbe Engineer (2014)
Alexandru Amarioarei Ph.D. Student & Postdoc Link Link
Michaël Genin Ph.D. Student (2010-2013) Associate Professor at Université Lille 2 Link Link
Quentin Grimonprez Engineer & Ph.D. Student InriaTech Link
Julie Hamon Ph.D. Student (2010-2013) Biostatistician at IngenomiX Link Link
Michael Gallaugher Visiting Ph.D. Student A123 Link
Jérémie Kellner Ph.D. Student (2013-2016) Link
Maxime Brunin Ph.D. Student Link
Florence Loingeville Ph.D. Student Link
Matthieu Marbac Ph.D. Student (2011-2014) Postdoc at INSERM Link Link
Clément Théry Ph.D. Student (2011-2015) ArcelorMittal Link
Loïc Yengo Ph.D. Student (2011-2014) Engineer at Institut de Biologie de Lille Link
Cyrill Blache Intern (2015)
Rémi Bruyère Intern (2014)
Astha Gupta Intern (2016)
Siddarth Sharma Intern (2016)
Dorothée Thuillier Intern (2011)

Visiting Scientists ($\geq$ 2 days)

Who When Affiliation Web
Robert M. Gower September 3-4, 2018 Telecom ParisTech Link
Claire Monteleoni April 16-18, 2018 George Washington University & Université Paris-Saclay Link
Emilie Morvant February 19-23, 2018 Université Jean-Monnet Link
Pierre Alquier June 6-17, 2016 ENSAE ParisTech Link
Erwan Scornet September 28-29, 2015 Université Pierre & Marie Curie Link
Ester Mariucci September 22-23, 2015 Laboratoire Jean Kuntzmann Link
Julien Stoehr September 14-16, 2015 Institut Montpelliérain Alexander Grothendieck Link
Faicel Chamroukhi August 2015 - August 2016 Université de Toulon Link
Liviu Ciortuz July 2015 University of Iasi Link
Sébastien Gadat June 15-16, 2015 Toulouse School of Economics & UT1 Link
Pierre Alquier April 20-24, 2015 ENSAE ParisTech Link
Julie Josse April 13-16, 2015 Agrocampus Ouest Link
Sylvain Robbiano March 23-27, 2015 University College London Link
Karim Lounici February 2-3, 2015 Georgia Institute of Technology Link

Biographies

Christophe Biernacki (email, web) is the Scientific Leader of the Modal team at Inria Lille Nord-Europe and a professor at Université de Lille.

Research interests:

  • Model-based classification and clustering
  • Mixture models
  • EM algorithm
  • Model selection
  • Biological applications

Cristian Preda (email, web) is a professor at Polytech'Lille.

Research interests:

  • Functional Data Analysis
  • Scan Statistics

Alain Celisse (email, web) is an associate professor at Université de Lille, IUT A.

Research interests:

  • Model selection and tuning of statistical algorithms
  • Resampling procedures, cross-validation and leave-p-out
  • Multiple testing, False Discovery Rate (FDR)
  • Density estimation and regression models, non-parametric statistics
  • Applications to biology and computer vision (CGH profiles, microarray data, video segmentation, …)

Pascal Germain (email, web) is a researcher at Inria.

Research interests:

  • Statistical learning / machine learning
  • PAC-Bayesian theory
  • Kernel Methods
  • Domain Adaptation / transfert learning

Benjamin Guedj (email, web) is a researcher at Inria.

Research interests:

  • Aggregation of estimators / predictors,
  • PAC-Bayesian theory,
  • MCMC algorithms,
  • High dimensional statistics,
  • Statistical learning / machine learning,
  • Concentration inequalities.

Serge Iovleff (email, web) is the administrator of the STK++ project and an associate professor at Université de Lille, IUT A.

Research interests:

  • non-linear PCA
  • dimension reduction and visualization
  • scientific computation

Guillemette Marot (email, web) is an associate professor at Université de Lille and a researcher at Inria.

Research interests:

  • variance-covariance modelling using shrinkage approach
  • sequential analysis and meta-analysis applied to high dimensional data
  • dimension reduction for wavelet-based curve clustering
  • applications to microarrays

Vincent Vandewalle (email, web) is an associate professor at Université de Lille, IUT C, STID Department.

Research interests:

  • Modèles de mélange pour la classification
  • Apprentissage statistique
  • Données biologiques
  • Données manquantes
  • Choix de modèle

Julien Jacques (email, web) is a professor at Université Lyon 2 (ERIC laboratory).

Research interests:

  • Statistical learning
  • Classification and Clustering
  • Complex data: rank, ordinal, text
  • Adaptive methods
  • Sensitivity analysis

Hemant Tyagi (email, web) is a researcher at Inria.

Research interests:

  • Approximation theory
  • Online optimization
  • Learning theory
  • Compressed sensing
  • Low dimensional models for high dimensional data

Alexandru Amarioarei (email, web) was a Ph.D. student under the supervision of Cristian Preda. Thesis: “Approximations for the Multidimensional Discrete Scan Statistics”.

Maxime Baelde (email,web) is a Ph.D. student under the supervision of Christophe Biernacki and with the company A-Volute (web). Thesis: “Identification, Localisation, Séparation temps réel de sources sonores dans des flux audio multicanaux”.

Adrien Ehrhart (email) is a Ph.D. student under the supervision of Christophe Biernacki, Philippe Heinrich and Vincent Vandewalle. Thesis: “Modèles prédictifs pour données volumineuses et biaisées. Application à l'amélioration du scoring en risque crédit”.

Michaël Genin (email, web) was a Ph.D. student under the supervision of Alain Duhamel and Cristian Preda. Thesis: “Statistiques de scan : théorie et application à l'épidémiologie”.

Quentin Grimonprez (email) was a Ph.D. student under the supervision of Alain Celisse, Julien Jacques and Guillemette Marot. Thesis: “Selection of groups of correlated variables in high dimension”.

Jérémie Kellner (email) was a Ph.D. student under the supervision of Christophe Biernacki and Alain Celisse. Thesis: “Modèles génératifs dans les RKHS”.

Vincent Kubicki (email, web) was an R&D Engineer implementing mixture models for data clustering.

Le Li (email) is a Ph.D. student under the supervision of Benjamin Guedj and Sébastien Loustau. Thesis: “Online clustering, PAC-Bayesian learning and MCMC algorithms”.

Florence Loingeville (email) was a Ph.D. student under the supervision of Julien Jacques and Cristian Preda, in collaboration with AGLAE. Thesis: “Modèle des classes latentes avec dépendance conditionnelle pour données catégorielles et catégorielles/continues. Mise en place d'outils statistiques spécifiques au contrôle de procédé en analyse microbiologique et écotoxicologique”.

Matthieu Marbac (web) was a Ph.D. student under the supervision of Christophe Biernacki and Vincent Vandewalle. Thesis: “Modèle des classes latentes avec dépendance conditionnelle pour données catégorielles et catégorielles/continues”.

Clément Théry (email) was a Ph.D. student under the supervision of Christophe Biernacki. Thesis: “Classification supervisée ou semi-supervisée sur les bases de grande dimension avec variables qualitatives et quantitatives”. Proud creator of the CorReg package.

Loïc Yengo (email) was a Ph.D. student under the supervision of Christophe Biernacki and Julien Jacques. Thesis: “Classification et sélection de variables en régression : application à l'étiologie génétique des maladies métaboliques”.

Astha Gupta was an intern student under the supervision of Benjamin Guedj, working on Bayesian non-negative matrix factorisation.

Bhargav Srinivasa Desikan (email) is an intern student under the supervision of Benjamin Guedj, working on aggregation of classifiers and metric learning.

Wilfried Heyse (email) is an intern student under the supervision of Benjamin Guedj, working on machine learning for healthcare.

Arthur Leroy is a Ph.D. student under the supervision of Benjamin Guedj, working on machine learning for athletes early detection for the Olympic Games in 2024 (Paris).

members.txt · Last modified: 2019/01/09 15:43 by germain