APPENDIX • Research unit partners of the project • List of 3IA PhD's and Post-docs

Microelectronics, etc.), and dedicated programs for large French companies to help their engineers and technicians upskill to the latest advances in AI. It will also require the French AI Institutes to be equipped with digital platforms for teaching AI modeling and algorithms on a large scale, allowing a reduction of the equipment costs.

APPENDIX Research unit partners of the project

Name of the institution Acronym INRIA ABS INRIA ACUMES INRIA Athena MINES Paris-Tech CMA INRIA Datashape Eurecom Eurecom Eurecom Data Science department Digital Security department Communication Systems department INRIA Epione CNRS-UCA GREDEG INRIA HEPHAISTOS CNRS I3S CNRS - INSERM UCA iBV CNRS - UCA IPMC Eurecom Data Science department Eurecom Digital Security department Eurecom Communication Systems department OCA - CNRS - UCA LAGRANGE UCA - CNRS LEAT UCA - CNRS LJAD INRIA MAASAI CNRS MDSC INRIA Morpheme INRIA NEO INRIA Stars UCA TIRO-MATOs INRIA Titane INRIA Wimmics SKEMA SKEMA AI Institute

PhD Students

JULIEN AUBERT (CHAIR OF P. REYNAUD-BOURET) CNRS, LJAD Estimating the learning process of the brain

ALI BALLOUT (CHAIR OF A. TETTAMANZI) UCA, iS3S Active Learning for Axiom Discovery

CHRISTOS BOUNTZOUKLIS (CHAIR OF E. DI BERNARDINO) UCA, LJAD Forest fire risk mapping using geospatial analysis and machine learning

JULIE CHARPENET (CHAIR OF M. TELLER) UCA, GREDEG Freedom of speech challenged by the moderating power of digital platforms

ANTOINE COLLIN (CHAIR OF P. BARBRY) IMPC, CNRS Automatic celltype annotation for atlas construction

RYAN COTSAKIS (CHAIR OF E. DI BERNARDINO) UCA, LJAD Open problems in spatio-temporal extreme-value modeling

HIND DADOUN (CHAIR OF N. AYACHE) Inria, Epione AI-based real-time diagnostic aid for abdominal organs in ultrasound

ANTONIA ETTORRE (CHAIR OF CATHERINE FARON) UCA, I3S Artificial Intelligence for Education and Training: Knowledge Representation and Reasoning for the Development of Intelligent Services in Pedagogical Web Environments

ZHIJIE FANG (CHAIR OF N. AYACHE) Inria, Epione Statistical Learning for multimodal registration medical images

ETRIT HAXHOLLI (CHAIR OF M. LORENZI) Inria, Epione Exploring latent dynamical models for failure prediction in time-series of high-dimensional and heterogeneous data

ASHWIN JAMES (CHAIR OF ALEXANDRE MUZY) CNRS, I3S Modeling and neuromorphic simulation of learning individuals based on the interaction between behavioral and neuronal activities

VICTOR JUNG (CHAIR OF J-C. RÉGIN) UCA, I3S Learning of Hidden Constraints

VICTORIYA KASHTANOVA (CHAIR OF M. SERMESANT) Inria, Epione Learning Cardiac 3D Electromechanical Dynamics with PDE-based Physiological Constraints for Data-Driven Personalized Predictions in Cardiology

YACINE KHACEF (CHAIR OF C. RICHARD) UCA, Lagrange Distributed dark fiber optic sensing for smart cities monitoring

BOGDAN KOZYRSKIY (CHAIR OF M. FILIPPONE) Eurecom Freedom of speech challenged by the moderating power of digital platforms

HUIYU LI (CHAIR OF H. DELINGETTE) Inria, Epione Machine Learning Methods for the Anonymization of health Data

DINGGE LIANG (CHAIR OF C. BOUVEYRON) UCA, Inria - MAASAI Generative deep learning for network analysis

DAVID LOISEAUX (CHAIR OF J-D. BOISSONNAT) Inria, Data Shape Multivariate topological data analysis for statistical machine learning

STEVE MALALEL (CHAIR OF J-C. RÉGIN) UCA, I3S Decision-making process in a multi-objective environment including stochastic data

GIULIA MARCHELLO (CHAIR OF C. BOUVEYRON) UCA, Inria, MAASAI Statistical learning from dynamic bipartite networks with heterogeneous edges

SANTIAGO MARRO (CHAIR OF S. VILLATA) CNRS Argument-based explanatory dialogues for medicine

ARTEM MULUKIOV (CHAIR OF B. MIRAMOND) UCA, LEAT Confrontation of self-organizing maps and spiking neural networks for embodied computation inspired by the brain

ANGELO RODIO (CHAIR OF G. NEGLIA) Inria, NEO Sustainable distributed machine learning

HUGO SCHMUTZ (CHAIR OF O. HUMBERT) UCA, Centre Antoine-Lacassagne Predicting immunotherapy response of lung cancer patients using deep semi-supervised learning

BORIS SHMINKE (CHAIR OF C. SIMPSON) CNRS, LJAD AI for finite algebraic structures

VASILIKI STERGIOPOULOU (CHAIR OF L. BLANC-FÉRAUD) CNRS, I3S Learning and optimization for 3D+T super-resolution in fluorescent microscopy

VALERIYA STRIZHKOVA (CHAIR OF F. BREMOND) Inria, STARS Emotion Detection using Deep Learning

AMIR HOSSEIN TAKAVOLI (CHAIR OF S. DEMASSEY) MINES, CMA Hybrid combinatorial optimization and machine learning algorithms for energy-efficient water networks

ROMAIN TISSOT (CHAIR OF J-P. MERLET) Inria, HEPAHISTOS Using IA and cable-driven parallel robots for the assistance to frail people and medical monitoring

PAUL TOURNIAIRE (CHAIR OF H. DELINGETTE) Inria, Asclepios AI-based selection of imaging and biological markers predictive of therapy response in lung cancer

ATHANASIOS VASILEIADIS (CHAIR OF F. DELARUE) UCA, LJAD Mean field approach to MARL (Multi Agent Reinforcement Learning)

CEDRIC VINCENT-CUAZ (CHAIR OF R. FLAMARY) UCA Optimal Transport for structured data

ALEXANDRA WÜRTH (CHAIR OF P. GOATIN) Inria, Acumes AI for road traffic modeling and management

TONG ZHAO (CHAIR OF P. ALLIEZ) Inria, Titane Learning priors and metrics for 3D reconstruction of large-scale scenes

LIU ZIMMING (CHAIR OF PHILIPPE MARTINET) Inria, CHORAL Representation of the environment in autonomous driving applications

RÉMI FELIN (CHAIR OF A. TETTAMANZI) UCA, I3S Evolutionary Axiom Discovery from Knowledge Graph

RICCARDO TAIELLO (CHAIR OF M. LORENZI) Inria, Epione Data Structuration and Security in Large Scale Collaborative Healthcare Data Analysis

OUALID ZARI (CHAIR OF M. ÖNEN) EURECOM Adversarial Learning and Differantial Privacy

PIERPAOLO GOFFREDO (CHAIR OF S. VILLATA) CNRS, I3S Natural language counter argumentation to fight online disinformation

NINA SINGLAN (JEAN MARTINET) UCA Neuromorphic Visual Odometry for Intelligent Vehicles with a Bio-inspired Vision Sensor

KEVIN MOTTIN (CHAIR OF M. GORI) UCA, I3S, INRIA - MAASAI Learning to Explain - Explain to Learn (L2EE2L)

BENJAMIN OCAMPO (CHAIR OF ELENA CABRIO ) UCA, I3S Automatic detection of abusive content

ZAKARYA EL KHIYATI (CHAIR OF JÉRÉMIE BEC) Inria Reinforcement learning for the optimal locomotion of micro-swimmers in a complex chaotic environment

FRANCESCO GALATI (CHAIR OF M.A ZULUAGA) EURECOM Interactive and Collaborative Learning for 3D Vessel Segmentation

STEFANO SPAZIANI (CHAIR OF P. REYNAUD-BOURET) CNRS Feasibility Engagement for NeuroMod application

Post-doctoral researchers

ALESSANDRO BETTI (CHAIR OF M. GORI) UCA, Maasai Lifelong Learning in Perception

SUHANYA JAYAPRAKASAM (CHAIR OF D. GESBERT) EURECOM Learning and coordination at the wireless edge in future Iot

EDOUARD BALZIN (CHAIR OF C. SIMPSON) UCA, LJAD Interactions between Pure Mathematics and Artificial Intelligence

ANDREA CASTAGNETTI (CHAIR OF B. MIRAMOND) UCA, LEAT Deep spiking neural networks for image denoising in smartphones

WILLIAM HAMMERSLEY (CHAIR OF F. DELARUE) UCA, LJAD Stochastic Partial Differential Equations, Mean Field Stochastic Particle Systems, Theoretical Analysis of Machine Learning Algorithms

KRISTOF HUSZAR (CHAIR OF J-D. BOISSONNAT) Inria, Data Shape Computational Geometry Learning in Non-Linear Spaces

DANIEL INZUNZA (CHAIR OF P. GOATIN) Inria, ACUMES Advanced data-driven modelling for traffic flow accounting for emerging technologies

THI KHUYEN LE (CHAIR OF O. HUMBERT) UCA, TIRO Deep learning for the diagnosis of brain tumor recurrence based on 18F-DOPA PET images

VLADIMIR KRAJNAK (CHAIR OF F. CAZALS) Inria Decoding the energy landscape: understanding and redesigning the emergent properties of a kinetic transition network

STEFAN SARKADI (CHAIR OF F. GANDON) Inria, Wimmics Knowledge-sharing in Open Multi-Agent Systems

AUDE SPORTISSE (CHAIR OF P-A. MATTEI) Inria, Maasai Handling missing data with deep learning, applications to cancer prognosis

MOHSEN TABEJAMAAT (CHAIR OF F. BREMOND) Inria, STARS View invariant action recognition

JOSUÉ TCHOUANTI (CHAIR OF P. REYNAUD-BOUYRET) CNRS, LJAD Testing Mean-Field behavior

AYSE UNSAL (CHAIR OF M. ÖNEN) Eurecom Adversarial learning and anonymisation for federated machine learning

MARTIJN VAN DEN ENDE (CHAIR OF C. RICHARD) UCA, LJAD & Géoazur Distributed dark fiber optic sensing for smart cities monitoring

SIXIN ZHANG (CHAIR OF L. BLANC-FÉRAUD) CNRS, I3S Deep Learning for extracellular matrix analysis from biological multispectral images

MAURO ZUCHELLI (CHAIR OF R. DERICHE) Inria, Athena AI-based Computational Brain Connectomics