Les chaires de MIAI Grenoble Alpes
AT THE CORE OF MIAI
Axis 1 : Embedded and distributed AI and hardware architecture for AI- Lorena Anghel & Alexandre Valentian - Hardware for spike-coded neural networks exploiting hybrid CMOS non-volatile technologies
- Frédéric Pétrot - Digital Hardware AI Architectures
- Denis Trystram - Edge intelligence
Axis 2 : Machine learning and reasoning
- Sophie Achard & Martial Mermillod - Towards Robust and Understandable Neuromorphic Systems
- Diane Larlus - Lifelong Representation Learning
- Julien Mairal - Towards More Data Efficiency in Machine Learning
- Romain Couillet - Large Dimensional Statistics for AI
- Anatoli Juditsky & Arkadi Nemirovski (International) - High-dimensional Inference by Convex Optimisation
- Jérôme Malick & Yurii Nesterov (International) - Optimisation & Learning
- Patrick Loiseau & Marie-Christine Rousset - Explainable and Responsible AI
- Jérôme Euzenat - Knowledge communication and evolution
Axis 3 : Perception and interaction
- Xavier Alameda-Pineda & Radu Horaud - Audio-visual machine perception and interaction for companion robots
- Gérard Bailly & James Crowley - Collaborative Intelligent Systems
- Christophe Prieur - AI and dynamical systems: new paradigms for control and robots
- François Portet & Laurent Besacier - Artificial Intelligence & Language
- Pascal Perrier & Laurent Girin - Bayesian Cognition and Machine Learning for Speech Communication
- Edmond Boyer - Data Driven 3D Vision
Axis 4 : AI and society
- Théodore Christakis - Legal and regulatory implications of artificial intelligence
- Thierry Ménissier - Ethics and AI
- Sihem Amer-Yahia - Contextual Recommendations in Action - Bridging AI and Real-Life Economics
- Gilles Bastin - Algorithmic society
APPLICATION DOMAINS
Axis 5 : Health- Philippe Cinquin - Deep Care: Patient Empowerment via a Participatory Health Project
- Emmanuel Mignot (International) & Jean-Louis Pépin - My Way to Health 'trajectories medicine'
- Thomas Burger & Julien Thévenon - Artificial Intelligence for High throughput biomedical investigations
- Jocelyne Troccaz & Sanderine Voros - Computer-Assisted Medical Interventions (CAMI) Assistant
Axis 6 : Environment & Energy
- Michel Campillo & Olivier Michel - Geophysical applications of AI for natural hazard and georesources
- Jocelyn Chanussot & Wilfried Thuiller - Multiscale, multimodal and multitemporal remote sensing
- Nouredine Hadj-Said - funded by Univ. Grenoble Alpes - Artificial intelligence for Smart Grids
Axis 7 : Industry 4.0
- Gülgün Alpan - AI for data-driven and self-configurable supply chains
- Massih-Reza Amini & Alexis Deschamps - Machine learning for mAterial desiGN and Efficient sysTems (MAGNET)
