Exploratory action DisEvo Distributed Algorithms on Evolving Data In this project we will devise algorithms and techniques for various fundamental distributed...
Challenge FedMalin Federated MAchine Learning over the INternet (FedMalin) In many use-cases of Machine Learning (ML), data is naturally decentralized: medical data is...
Exploratory action INCLUDE Integrating fuNctional MRI and EEG with Carbon-wire Loops : towards the characterization of mUltimoDal functional biomarkErs The aim is to develop an high-resolution spatiotemporal imaging technique to map the cerebral...
Challenge LearnNet Learning Networks While machine learning is revolutionizing entire sectors of the digital economy and scientific...
Exploratory action MARCQ Hybrid methods combining Reinforcement Learning and PDE Optimal Control methods for Quantum Computing This project pertains to quantum computing: we are interested in the possibility of encoding a logic...
Exploratory action MURENE Study of the problem of mutual debt reduction in B2B payment networks The reduction of mutual debts between companies is a major economic stake, especially in times of...
Exploratory action NAP NAP - Apprentissage de représentation pour les données Non Applicable et relationnelles Most machine learning models expect to receive tables with samples in rows and attributes in columns...
Challenge OcéanIA Artificial Intelligence, Data, and Models for Understanding Oceans and Climate Change There is strong scientific evidence on the adverse effects of climate change on the global ocean...
Exploratory action OptiGPR3D Optimal direct and inverse modeling for 3D GPR imaging in complex environments With an a priori provided by a classical imaging method, could we design a network of emitters that...
Challenge OS Eliminating the Utilization Gap in Data Centers Data centers are today at the heart of all computing, from providing the computing power that...
Exploratory action ProgReco Program Recognition by Machine Learning and Application to Program Optimization Program comprehension is a fundamental problem in computer science, with many applications (reverse...
Exploratory action REALPRIOREIT Bayesian inference with realistic physiological priors for electrical impedance tomography (EIT) This project aims to use Bayesian inference methods to solve inverse biomedical problems, using...
Exploratory action Back In Time Baliser l’Analyse CryptographiK de lettres anciennes grâce à l’INtelligence artifi-cielle : Technique et IMplémentation Exploratoire Get ready to uncover unexpected plots and secrets as old as time! BACK IN TIME brings together the...
Exploratory action BARD(E) Bacterial Antibiotic Resistance Diagnostics (Enhanced) Antibiotic resistance is a major public health threat, and clinicians are increasingly confronted...