Louis de Ferluc (co-supervised with B. Quost): “Robust collaborative learning”
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”