Post-docs
2024- : L. de Lara (IECL). Funded by the CAUSALI-T-AI project of PEPR AI
2024- : C. Dérand (CRAN). Cosupervised with K. Usevich (CRAN). Funded by AMIES
2022-2024 : R. Khouja (IECL). Cosupervised with K. Usevich (CRAN). Funded by the Self-IA project. Now Research Scientist at Huawei, Paris
2020-2021 : S. Bigeard (IECL). Cosupervised with M. Constant (ATILF). Funded by AMIES and Cancéropôle Est. Now Project Manager of the COLaF Project at INRIA Grand Est, Nancy.
2019-2021 : S. Mihandoost (INSERM). Cosupervised with J. Oster (INSERM). Funded by LUE Project AIHD. Now Assistant Professor at Urmia University of Technology, Iran
2017-2019 : M. Tami (LIG). Cosupervised with E. Devidjer (LIG) and E. Gaussier (LIG). Funded by TOTAL S.A. Now assistant professor at MICS Laboratory of CentraleSupelec (Saclay).
PhD students
2024- : C. Yvernes (LIG, Université Grenoble Alpes). Cosupervised with E. Devijver (LIG, CNRS) and E. Gaussier (LIG, University Grenoble Alps). Funded by a Contrat Doctoral Spécifique Normalien as a former student of ENS Lyon
2024- : E. Lu (IECL, University of Lorraine). Cosupervised with A. Leite (INRIA Saclay). Funded by Pernod Ricard
2021 - : A. Sinha (IECL, University of Lorraine). Cosupervised with M. Constant (ATILF) and D. Cox (ICANS). Funded by ICANS
2021-: M. Adibi (DREAM Lab, Georgia Tech-Lorraine). Cosupervised with C. Pradalier (Georgia Tech-Lorraine). Funded by the SME Two-i. CIFRE Thesis
2021 -2024 : R. Mignot (IECL, University of Lorraine). Cosupervised with K. Usevich (CRAN) and G. Oppenheim (University of Orsay). Funded by the ANR project EDDA
2021 -2024 : B. Larvaron (IECL, University of Lorraine). Cosupervised by A. Bertoncello. Funded by the company SAFT. CIFRE thesis. From June 2024, permanent position as engineer at SAFRAN.
2020 -2023 : S. Aravecchia (DREAM Lab, Georgia Tech-Lorraine). Cosupervised with C. Pradalier (Georgia Tech-Lorraine). Funded by the H2020 Project BugWright2 (P.I. C. Pradalier). Since January 2024, Researcher and Lecturer at Georgia Tech Europe (Metz)
2019-2022 : D. Bouche (LTCI, Telecom Paris- Institut Polytechnique de Paris). Cosupervised with F. D'Alché-Buc (LTCI) and F. Roueff (LTCI) . Funded by the chair Data Science and Artificial Intelligence for Digitalized Industry and Services (P.I. F. d'Alché Buc)
2015-2018 : A. Derville (LJK, University Grenoble-Alps). Cosupervised with J.F. Coeurjolly (LJK). In partnership with the start-up Pollen Metrology and LNE. Actually, holding a permanent position at Michelin.
2014-2017 : H. Amoualian (LIG, University Grenoble-Alps). Cosupervised with M.R. Amini (LIG) and E. Gaussier (LIG). Actually Data Scientist at Rakuten Institute of Technology
2013-2017 : K. Polisano (LJK, University Grenoble-Alps). Cosupervised with L. Condat (Gipsa-lab) and V. Perrier (LJK). Actually Research CNRS Fellow at Laboratoire Jean Kuntzmann.
2013-2016 : Y. Farouj (CREATIS, INSA de Lyon). Cosupervised with P. Delacharte (CREATIS) and L. Navarro (EMSE). Now Researcher at Technical University of Münich (Germany)
Master students
A. Parfenova. Risk prediction of pathological gambling in social media. Cosupervised with M. Constant (ATILF). Internship Master 2 MOSIG of Université Grenoble-Alpes (2023)
N. Dunou, Importance Measures for Time Series with Shapley Indices. Cosupervised with A. Leite (INRIA Saclay) and G.Oppenheim (U. Saclay) and Datacraft. Internship ESME (2022)
T. Dujardin, Multimodal Emotion Analysis. Cosupervised with M. Tami (MICS, Centralesupelec) and Two-i. Internship ENSAE 2A (2022)
G. Escomel, Clustering Methods for Time Series. Cosupervisd with R. Mignot (IECL) and Datacraft. Internship ENSAE 2A (2022)
A. Sinha, Graph embbedings. Application to information retrieval in large corpora of medical scientific publications. Cosupervised with M. Constant (ATILF). Internship of IIT Dahnbad, India (2020).
R. Trezeux, Topic modeling for time-evolving corpora. Cosupervised with M.R. Amini (LIG) . Stage de 2A de Centrale Nantes (2020)
W. Benasr, Analyse théorique de la méthode de la signature. Cosupervised with A. Lejay (IECL) and V. Terrazza (Luxembourg University). Stage de Master 2 IMSD (2019).
B. Balde, Introduction au Deep Learning. Projet long, Master 2 IMSD (2019).
M. Koptelov, Latent Dynamic texture modeling and synthesis using multi-kernel Gaussian process dynamic mode. Cosupervised with O. Alata (LaHC) and R. Emonet (LaHC). Master 1 MLDM Internship, Jean Monnet University (2016). Report (pdf).
S. Ounissi, Latent Topic Analysis. Application on Journal Data. Cosupervised with M.R. Amini (LIG). RICM4 Internship, Polytech Grenoble (2016). Defense (pdf).
O. Aladejubelo, Distributed Large Scale Learning. Cosupervised with M.R. Amini (LIG). Master thesis, M2R MOSIG. (2015). Report (pdf).
K. Polisano, Génération de textures comme champs aléatoires et détection de l'anisotropie. Cosupervised with V. Perrier (LJK). Projet de fin d'étude de troisième année d'ENSIMAG. (2013). Report (pdf).
Mini-projects/Lab projects
M. Benhamza and A. El Ouafi. Causal Variational Autoencoders. Cosupervised with M. Tami (Centralesupelec). Lab project, third year of Centralesupelec at Saclay (2024)
S. Iguiliz, N. Bruckmann, M. Ajegrhir, N. Tazi, P.L. Martin, A. Khald. Multimodal emotion analysis. Cosupervised with C. Cerisara (CNRS), R. Martin (Two-i), M. Tami (Centralesupelec) and A. Masson (InterPsy). Lab project, third year of Centralesupelec at Saclay (2022)
I. Mesbout, Réseaux de neurones récurrents et analyse de la propagation d'émotions dans une foule. Cosupervised with C. Frisch (IECL). Projet de laboratoire de troisième année de l'option IFM des Mines de Nancy. (2019)
A. Mimouni, Introduction à la méthode de la signature. Applications à l'analyse d'un corpus de tweets de santé. Cosupervised with A. Lejay (IECL). Projet de laboratoire de troisième année de l'option IFM des Mines de Nancy. (2019)
B. Salem, Words embeddings. Application to text classification. Cosupervised with C. Cerisara (LORIA). Projet de laboratoire de de troisième année de l'option IFM des Mines de Nancy. (2018)
A. Roca, The LDA model. Application to the content analysis of the website TripAdvisor. Cosupervised with C. Cerisara (LORIA). Projet de laboratoire de de troisième année de l'option IFM des Mines de Nancy. (2018)
A. Raquy, B. Semma, Y. Wang, Clustering de textes et application à la fouille de données expérimentale. Cosupervised with S. Chakar (LJK) and B. Olivier (LJK). Mini-projet de deuxième année d'ENSIMAG (2016). Report (pdf). Defense (pdf).
C. Aeply, C. Cournac, H. Matthias, Synthèse de textures dynamiques. Mini-projet de deuxième année d'ENSIMAG (2016). Defense (pdf). Website.
L. Gay, Algorithme de descente du gradient stochastique. Mini-projet Master "Maths en action", Université Lyon 1 (2015). Report (pdf)
R. Amyot, Séries temporelles, causalité. Cosupervised with A. Aussem (LIRIS). Mini-projet Master "Maths en action", Université Lyon 1 (2015). Report (pdf).
U. Herbach, Introduction aux Topic Models. Cosupervised with M.R. Amini (LIG). Mini-projet Master "Maths en action", Université Lyon 1 (2014). Report (pdf). Defense (pdf).
A. Bronner, P. Sabouret, Introduction aux modèles probabilistes utilisés en fouille de données. Cosupervised with M.R. Amini (LIG) and S. Amer-Yahia (LIG). Mini-projet de deuxième année d'ENSIMAG (2015). Report (pdf).
T. Metahri, R. Graille, B. Francesiaz, Introduction aux modèles probabilistes utilisés en fouille de données. Cosupervised with M.R. Amini (LIG) and S. Amer-Yahia (LIG). Mini-projet de deuxième année d'ENSIMAG (2015). Report (pdf).