Elie Chedemail, Débruitage de signaux définis sur des graphes de grande taille avec application à la confidentialité différentielle, PhD defended December 21, 2023, co-supervised with Basile de Loynes and Baptiste Olivier ( ).
Weronika Pachulska, Country Classification using Graph Neural Networks in International Trade, Master’s thesis, Erasmus Mundus Joint Master QEM (Models and Methods of Quantitative Economics), 2024.
Robert Pasiak, Inflation Forecasting using Spectral Graph Wavelet Transform, Master’s thesis, QEM, 2024.
Hoda Jaouhari, Analysis of Double Descent Phenomenon in Polynomial Regression, Master’s thesis, M2 MMMEF, Université Paris 1 Panthéon-Sorbonne, 2024.
Pawel Pelc, Social Bias in Text-Generation Pre-trained Language Models, Master’s thesis, QEM, 2023.
Study of a research paper or an applied problem, with a written report and an oral defense.
Karen Issa, Optimisation de production automobile par métamodèles et régression quantile, 2025.
Julien-Baptiste Cinquin, Who is Replacing the Fed on the Sovereign Bonds Market when QE Ends?, 2024.
Océane Taleb, Prediction des vainqueurs des Jeux olympiques, 2023.
Mohamed Ghazali, Graph Convolutional Neural Networks on Recommendation Systems, 2023.
Laure Zabar, The State of the Art of Hate Speech Detection, 2023.
Abir Khan, Modélisation prédictive du score global de joueurs à partir de données FIFA 22, 2023.
Study of a research paper or topic, with a written report and an oral defense.
Amel Belliard, Marc Su and Yvan Razanantsoa, Modeling Epidemic Spread: Exploring the SIR Model and Enhancements, 2025.
Houda Jebbour and Charlotte Lee, Résolution d’équations non-linéaires, 2024.
Yanis Aoudjit, Résolution des équations non-linéaires, 2023.
M2-level methodological projects based on the reading and presentation of a research paper.
Lucile Terras and Lucas Bouju, Deep Learning with Differential Privacy, M. Abadi et al., ACM SIGSAC 2016, 2020.
Marouane Il Idrissi, Quaternion Convolutional Neural Networks, X. Zhu et al., ECCV 2018, joint project with the M2 Mathematics research programme in Rennes, including a research seminar presentation, 2020.
Pierre Adam and Pierre Michel, Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering, K. Dabov et al., IEEE Transactions on Image Processing 2007, 2019.
Youness Youssfi, Nonlinear State Space Smoothing Using the Conditional Particle Filter, A. Svensson et al., IFAC 2015, co-supervised with Salima El Kolei, 2019.
Thibault Dubois and Quentin Delannoy, Generative Adversarial Nets, I. Goodfellow et al., NIPS 2014, 2018.
Antonin Couturier, Wavelet-Domain Regression and Predictive Inference in Psychiatric Neuroimaging, P. T. Reiss et al., The Annals of Applied Statistics 2015, 2017.
Year-long M1-level statistical projects based on an applied statistical problem, with a written report and an oral defense.
Sami Rahhaoui, Yann Sangata and Malcom Sméralda, Comparaison des approches de sélection de variables pour le diagnostic d’un syndrome d’apnée du sommeil, co-supervised with Sébastien Bailly, 2020.
Kalilou Camara, Clara Languille and Cléa Laouar, Méthodes de sélection de variables pour prédire un syndrome d’apnées du sommeil, co-supervised with Sébastien Bailly, 2019.
Alex Zhu, R on a Raspberry Pi: the RaspberryPiR package, Honours Project, UNSW, co-supervised with Pavlo Mozharovskyi and Pierre Lafaye de Micheaux, 2021.
Malcom Sméralda, Autour du Graph Trend Filtering, M1 research internship, ENSAI, co-supervised with Basile de Loynes, 2020.
Anaïs Fernandes, Implémentation d’une interface Python/C++ pour le clustering, M1 research internship, ENSAI, co-supervised with Matthieu Marbac, 2020.
Khedher Abdessalem, Dé-anonymisation de traces de mobilité anonymisées par des techniques de bruitage aléatoire, M2 final-year research internship, Institut Mines-Télécom, co-supervised with Baptiste Olivier, 2019.
Julien Barbara, Estimation linéaire par ondelette d’une densité issue d’un mélange fini de composantes, M2 Mathematical Engineering research initiation project, LMNO, Université de Caen, co-supervised with Christophe Chesneau, 2011.