3IA Côte d'Azur Scientific Days 2022

PROGRAM

Final program

 

DAY 1 - NOVEMBER 14, 2022

08:00 - 08:30 Poster installation


08:30 - 09:00 Welcome with coffee


09:00 - 09:30 Opening from the 3IA Direction

• Charles Bouveyron (Director)
• Nicholas Ayache (Scientific Director)
• Serena Villata (Deputy Scientific Director)

09:30 - 10:30 Session 1 — Core elements of AI
Chair: Serena Villata

• 09:30 Elena Cabrio (UCA) | AI and natural language
• 09:45 Charles Bouveyron (UCA) | Generative models for unsupervised and deep learning with complex data
• 10:00 Greger Ottosson (IBM) | Trustworthy AI and Explainable Decisions for Business Automation
• 10:15 Marco Lorenzi (Inria) | Interpretability and security of statistical learning in healthcare

10:30 - 11:00 Coffee break + Poster session presenting the activity of the students of 3IA Côte d'Azur Institute and the 3IA TechPool


11:00 - 12:15 Session 2 — AI for integrative computational medicine
Chair: Maria A. Zuluaga

• 11:00 Nicholas Ayache (Inria) | AI for e-patients and e-medicine
• 11:15 Olivier Humbert (UCA, Centre Antoine Lacassagne) | Meeting the medical data challenges for AI-based precision medicine in oncology
• 11:30 Vicente Zarzoso (UCA) | IAblation: Artificial Intelligence for patient-centered atrial fibrillation ablation
• 11:45 Juliette Raffort-Lareyre (UCA, CHU Nice) | Applications of AI for patients with vascular diseases
• 12:00 Rachid Deriche (Inria) | Computational brain connectomics

12:15 - 12:30 Presentation of the 3IA TechPool by 3IA Côte d’Azur engineers


12:30 - 14:00 Lunch break + Poster session by 3IA Côte d’Azur students


14:00 - 15:00 Session 3 — AI for computational biology and bio-inspired AI
Chair: Benoit Miramond

• 14:00 Frederic Cazals (Inria) | AIMS: Artificial intelligence for molecular studies
• 14:15 David Rouquie (Bayer) | Human health chemical risk assessments
• 14:30 Ellen van Obberghen-Schilling (INSERM) | AI-powered analysis of the tumor microenvironment
• 14:45 David Wales (University of Cambridge) | Solution landscapes for Machine Learning

15:00 - 16:00 Session 4 — AI for Smart and Secure Territories
Chair: Pierre Alliez

• 15:00 Melek Önen (Eurecom) | Privacy-preserving machine learning
• 15:15 Elena Di Bernardino (UCA) | Territorial Security through environmental risks management
• 15:30 Marina Teller (UCA) | Deep law for tech (DL4T)
• 15:45 Cédric Richard (UCA) | Distributed dark fiber optic sensing for smart cities monitoring

 
16:00 - 16:30 Coffee break + Poster & Demo session by 3IA Côte d’Azur students and 3IA TechPool


16:30 - 18:00 Session 5 — Core elements of AI
Chair: Charles Bouveyron

• 16:30 Serena Villata (CNRS) | Artificial argumentation for humans
• 16:45 Carlos Simpson (UCA) | AI and mathematics
• 17:00 Xavier Pennec (Inria) | Geometric statistics and geometric subspace learning
• 17:15 Jean-Daniel Boissonnat (Inria) | Topological Data Analysis: an algorithmic perspective
• 17:30 Andrea Tettamanzi (UCA) | Towards an evolutionary epistemology of ontology learning
• 17:45 Marco Gori (University of Siena) | Life-long learning: Can machines learn to see without visual databases?

18:00 - 19:30 Cocktail + Poster & Demo session by 3IA Côte d’Azur students and 3IA TechPool


 

DAY 2 - NOVEMBER 15, 2022

09:30 - 10:30 Session 6 — Core elements of AI
Chair: Marco Lorenzi

• 09:30 Giovanni Neglia (Inria) | Pervasive Sustainable Learning Systems (PERUSALS)
• 09:45 Motonobu Kanagawa (Eurecom) | Machine Learning for Computer Simulation
• 10:00 Pierre-Alexandre Mattei (Inria) | Deep learning for dirty data: a statistical perspective
• 10:15 Vincent Vandewalle (UCA) | Finding structures in heterogeneous data

10:30 - 11:00 Coffee break + Poster & Demo session presenting the activity of the students of 3IA Côte d’Azur and 3IA TechPool


11:00 - 12:30 Session 7 — AI for integrative computational medicine
Chair: Olivier Humbert

• 11:00 Hervé Delingette (Inria) | Joint biological and imaging biomarkers in oncology
• 11:15 Maria Zuluaga (EURECOM) | Learning-based Models in Medical Imaging: Closing the Gap towards Clinical Translation
• 11:30 Francois Bremond (Inria) | Video analytics for human behavior understanding
• 11:45 Jean-Pierre Merlet (Inria) | Non-invasive assessment of disabilities
• 12:00 Maxime Sermesant (Inria) | AI and biophysical models for  computational cardiology
• 12:15 Pierre Berthet-Rayne (Caranx Medical) | Autonomous surgical robots

12:30 - 14:00 Lunch break + Poster & Demo session by 3IA Côte d’Azur students and 3IA TechPool


14:00 - 15:00 Session 8 — AI for computational biology and bio-inspired AI
Chair: Ellen van Obberghen-Schilling

• 14:00 Laure Blanc-Feraud (CNRS) | Imaging for biology
• 14:15 Patricia Reynaud-Bouret (CNRS) | MEL: Modeling and estimating learning
• 14:30 Benoit Miramond (UCA) | Bio inspired AI from neurosciences to embedded autonomous devices
• 14:45 Pascal Barbry (CNRS) | Human Lung Atlas

15:00 - 16:00 Session 9 — AI for Smart and Secure Territories
Chair: Melek Önen

• 15:00 Pierre Alliez (Inria) | 3D modeling of large-scale environments for the smart territory
• 15:15 Paola Goatin (Inria) | Data driven traffic management
• 15:30 Alix Lhéritier (Amadeus) | Improving the Air Travel Experience via Probabilistic Regression with Epistemic Uncertainty Estimation in Adversarial Scenarios
• 15:45 David Gesbert (Eurecom) | Internet of Learning Thing, a machine learning approach to future IoT networks

16:00 - 16:30 Coffee break + Poster session by 3IA Côte d’Azur students and 3IA TechPool


16:30 - 17:30 Session 10 — Core elements of AI
Chair: Giovanni Neglia

• 16:30 Jean-Charles Regin (UCA) | Decision Intelligence
• 16:45 Maurizio Filippone (EURECOM) | Probabilistic machine learning
• 17:00  Freddy Limpens (Mnemotix) | Synaptix: a versatile and reactive architecture for building knowledge graphs for organizations
• 17:15 Fabien Gandon (Inria) | Combining artificial and augmented intelligence technics on and through the web

17:30 Closing remarks



Download the program (updated on 10/11/22)