Students / Supervision
PhD Students
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[2024---Present] Lucas Thil - Probabilistic monitoring and prediction in complex systems. Co-supervisor: Rim Kaddah at IRT SystemX.
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[2021---Present] Eran Zvuloni - Machine learning for the diagnosis and risk prediction of cardiovascular diseases from electrocardiogram time series. Main supervisor: Joachim Behar (Technion).
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[2020---Present] Ayman Chaouki - Reinforcement Learning for evolving data streams. Co-supervisor: Albert Bifet at the University of Waikato.
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[2020---2024] Célia Wafa Ayad - Explainability of Multi-output Models. Industrial supervisor: Benjamin Bosch at Société Générale.
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[2020---2023] Ekaterina Antonenko - Multi-label Learning and Prediction: New Methods and Applications. Industrial supervisor: Zakaria Sbai at Digitalent.
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[2019---2024] Simo Alami Chehboune - Distributional Inverse Reinforcement Learning with Invertible Generative Models: Towards Transferable Reward Functions. Co-supervisor: Rim Kaddah at IRT SystemX.
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[2019---Present] Peng Yu - Improving Decision Tree Learning. Co-supervisor: Albert Bifet at Télécom Paris.
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[2017---2023] Olivier Pallanca - Predictive Models with Bio-markers for Treatment of Chronic Insomnia. Co-supervisor: Jean-Marc Steyaert at LIX, Ecole Polytechnique.
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[2017---2019] Khalida Douibi - Improved Modeling of Multi-label Data in the Medical Domain. Main supervisor: Mohamed el Amine Chikh at Université Tlemcen.
I also regularly supervise Bachelor theses, and project courses.