Arthur Van Camp (2019-2022): “Preference learning under severe uncertainty” - Now post-doctoral researcher under an ERC grant at Bristol university
Yann Soullard (co-supervised with I. Thouvenin, 2014-2016, KIVA project): “Pattern recognition and sensory feedback in virtual environment for gesture training” - now lecturer at Rennes University
Nadia Ben Abdallah (co-supervised with M. Sallak, 2014-2015, ANR project RECIF): “Expert elicitation in reliability studies” - now Postdoctoral researcher at NATO
Olivier Cailloux (co-supervised with B. Quost, 2014-2015, LABEX grant): “Aggregation of partial preferences” - now lecturer at Paris Dauphine
Ignacio Montes (2014-2015, LABEX grant): “Design of multi-objective systems under uncertainty” - now lecturer at University of Oviedo
PhD students
In progress
Henoik Willot: “Ethics and sincerity in aid-decision systems” (co-supervised with Khaled Belahcene)
Loic Adam: “Preference elicitation under severe uncertainty”
Soundouss Messoudi: “Data science for real estate management” (co-supervised with Sylvain Rousseau)
Krushna Shinde: “Inverse problems with belief functions” - to be defended soon (co-supervised with Pierre Feissel)
Yonatan Carlos Carranza Alarcon: “Learning graphs under severe uncertainties” - to be defended soon
Defended
Linh Nguyen (co-supervised with M. Masson): “Learning optimal information queries under severe uncertainty” - now postdoctoral researcher at Paderborn University
Lanting Yu (co-supervised with M. Sallak and W. Schön): “Reliability optimization of systems with uncertain failure data”
Gen Yang (co-supervised with M. Masson): “Machine learning problems with severe uncertainty and structured data” - now data scientist at Kpler company
Nicolas Sutton Charani (co-supervised with T. Denoeux): “Learning from uncertain data and knowledge : application to rubber quality prediction” - now lecturer at Ecole des Mines d'Ales
Liyao Ma (visited for one year): “Active learning in evidential decision trees” - now lecturer at University of Science and Technology of China, Hefei
Master Thesis Students
In progress
Defended
Juliette Ortholand (co-supervised with K. belhacene): “Learning fair classifiers”
Loic Adam (co-supervised with A. Van Camp and B. Quost): “Learning to rank under severe uncertainties”
Henoik Willot (co-supervised with S. Lagrue): “Uncertainty in CP-nets”
Pierre-Louis Guillot (co-supervised with M. Masson, B. Quost and D. Savourey, 2019): “Optimal preference elicitation under severe uncertainty”
Sarah Fakih (co-supervised with M. Masson and V. Berger-Cherafoui, 2018): “Cautious self-driving based on occupational grid”
Joseph Rocca (co-supervised with B. Quost and D. Savourey, 2016): “Optimal uncertainty reduction by sequential strategies.”
Safouen Mediouni (co-supervised with N. Ben Abdallah and M. Masson, 2015): “Information fusion: what works, what does not work?”
Lanting Yu (co-supervised with M. Sallak and M. Poss, 2014): “Optimization methods for k-out-of-n consecutive systems”
Rania Kallel (co-supervised with B. Ben Yaghlane, 2013): “Partial predictions in multi-label setting with evidential methods: first study”
Roula Nassif (co-supervised with M. Masson, 2013): “Calibrated ranking with belief functions”
Mathieu Hourbracq (co-supervised with C. Baudrit and P.H. Wuillemin, 2013): “Learning and Computing with Dynamic Credal Networks: Application to Cheese ripening”
Zohra Kemache (co-supervised with T. Denoeux and E. Humbert, 2011): “Risk analysis in tunnel construction”
Yosra Mazigh (co-supervised with B. Ben Yaghlane, 2010): “Learning graphical models to predict semolina value”
Iyan Johnson (co-supervised with R. Thomopoulos and B. Charnomordic, 2009): “Integrating expert knowledge to a learning algorithm”
Nicolas Maillet (co-supervised with P. Buche and B. Charnomordic, 2009): “Data reliability assessment in a data warehouse opened on the Web”