The « ML axis » of LRE applies Machine/Deep Learning techniques in the following domains:
- Biomedical Imaging (Nicolas Boutry)
- Computer Vision (Nicolas Boutry, Thibault Lejemble, Olivier Ricou, Guillaume Tochon)
- Cybersecurity (Nicolas Boutry)
- Formal Concept Analysis (Nidà Meddouri)
- Speech Processing (Réda Dehak)
Some of us work in Data Science:
- Data Mining (Idir Benouaret, Lamine Diop, Marc Plantevit)
and in the Artificial Intelligence field:
- Classification Methods (Nidà Meddouri)
- Feature Selection Methods (Nidà Meddouri)
- Graphs Neural Networks (Nicolas Boutry, Marc Plantevit)
- Recommendation Systems (Idir Benouaret, Marc Plantevit),
- SAT Solving and Constraint-based Programming (Souheib Baarir)
- xAI (Nicolas Boutry, Marc Plantevit)
Others develop new tools or methodologies relative to Machine/Deep Learning:
- Morphological Layers for Neural Networks (Guillaume Tochon)
- xAI Methodologies (Nicolas Boutry)
Organisation
Axis leader: Idir Benouaret
Members :
- Guillaume Tochon
- Fabrice Boissier
- Nicolas Boutry
- Nidà Meddouri
- Olivier Ricou
- Souheib Baarir
- Thibault Lejemble