Supervision
Ph.D. students :
- Lucas Jarnac, Ph.D. student in Computer Science, LORIA (UMR 7503) and Orange (CIFRE). Start : February 2023. Réconcilier des connaissances incertaines pour améliorer un graphe de connaissances (with with Pierre Monnin).
- Egor Dudyrev, Ph.D. student in Computer Science, LORIA (UMR 7503). Start : January 2023.
Conception d’algorithmes opérationnels, génériques et interopérables pour la FCA et les Pattern Structures dans la plateforme SmartFCA (with Mehdi Kaytoue). - Safa Alsaidi, Ph.D. student in Computer Science, Inria Paris. Start : December 2022.
Patient representation learning for analogical reasoning in healthcare (with Adrien Coulet and Nicolas Garcelon). - Mohammed Fellaji, Ph.D. student in Computer Science, LORIA (UMR 7503). Start : January 2022.
Réseaux neuronaux bayésiens dynamiques (with Frédéric Pennerath). - Ambroise Baril, Ph.D. student in Computer Science, LORIA (UMR 7503). Start : October 2021.
Fine-Grained and parameterised complexity of H-colouring problems (with Victor Lagerkvist, Linköping U.). - Esteban Marquer, Ph.D. student in Computer Science, LORIA (UMR 7503). Start : October 2020.
Reasoning over Data: Analogy-based and transfer learning to improve Machine Learning (with Alain Gély).
Former Ph.D. students :
- Claire Theobalt, Ph.D. in Computer Science, LORIA (UMR 7503). Defended : June 2023.
Bayesian deep learning for mining and analyzing astronomical data (with Frédéric Pennerath). - Georgios Zervakis, Ph.D. in Computer Science, LORIA (UMR 7503). Defended : March 2023.
Improving large language models with semantic lexicons and analogies (with Emmanuel Vincent). - Guilherme Alves, Ph.D. in Computer Science, LORIA (UMR 7503). Defended : December 2022.
Hybrid processing for algorithmic fairness (with Amedeo Napoli). - Kevin Dalleau, Ph.D. student in Computer Science, LORIA (UMR 7503). Defended : November 2021.
Une approche stochastique à base d’arbres aléatoires pour le calcul de disssimilarités : application au clustering pour diverses structures de données
(with Malika Smail-Tabbone). - Pierre Mercuriali, Ph.D. in Computer Science, LORIA (UMR 7503). Defended : December 2020.
Calcul à base de médiane et structures médianes pour la classification (with Romain Péchoux). - Nyoman Juniarta, Ph.D.in Computer Science, LORIA (UMR 7503). Defended : December 2019.
Fouille de données complexes et biclustering avec l’analyse formelle de concepts
(with Amedeo Napoli) - François Pirot, Ph.D. in Computer Science, LORIA (UMR 7503). Defended : November 2019.
Colouring Sparse Graphs (with Jean-Sébastien Sereni and Ross Kang). - Quentin Brabant, Ph.D. in Computer Science, LORIA (UMR 7503). Defended : January 2019.
Polynômes latticiels : interpolation de fonctions partielles et classification monotone. - Judita Dascal, Ph.D. in Mathematics, University of Luxembourg, Luxembourg, 2012.
Mean values and Functional Equations (with Jean-Luc Marichal (Dir.) and Pierre Mathonet)
Research internships :
- TBC
- Fabien Bernier, formation d’ingénieur TELECOM Nancy (IAMD), LORIA (UMR 7503), 2021.
A Study about Explainability and Fairness in Machine Learning and Knowledge Discovery (with Amedeo Napoli) - Eduardo Calò, Master NLP, startup Naimrod, LORIA (UMR 7503), 2021.
Building a learning space for language acquisition (with Alexandre Bazin and Benedict O’Donnell). - Mohammed Rameez Querish, Master NLP, INRIA Rennes-Bretagne, LORIA (UMR 7503), 2021.
Mitigating unintended bias in masked language models (with Luis Galárraga). - Charles Vernerey, Master MIAGE, LORIA (UMR 7503), 2020.
De l’usage des données pour la construction de modèle en rénovation énergétique (With Vincent Chevrier). - Esteban Marquer, Master NLP, INRIA Nancy G.E., 2020.
Generating concept lattices using variational autoencoders (with Ajinkya Kulkarni and Alexandre Bazin). - Reem Mathbout, Master SCA, LORIA (UMR 7503), 2018.
Faceted search for Rating the Digital Performance of a Company (with Amedeo Napoli). - Baptiste Mournier, Master SCA, LORIA (UMR 7503), 2018.
Graphes médians, FCA et phylogénie (with Alain Gelly). - Yassin Namir, Master Informatique et Décision, LORIA (UMR 7503), 2017.
Comment rendre un treillis distributif et utilisation en phylogénie (with Amedeo Napoli and Alain Gelly). - Pierre Mercuriali, Master SCA, LORIA (UMR 7503), 2016.
Median based computations in propositional logic (with Romain Péchoux). - Alice Leung, Master SCA, Université de Lorraine – RealSelf inc., 2016.
Evaluating Automatic Keyword Extraction for Internet Reviews (with Matt Woodward, RealSelf inc.). - Quentin Brabant, Master SCA, LORIA (UMR 7503), 2015.
Etude de fonctions d’agrégation pour l’aide à la décision et l’apprentissage de préférences.