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 REPAS New Portrayal of HPC Applications What is the right way to represent an application in order to run it on a highly parallel (typically...
Exploratory action Equity Analytics Addressing pay equity with visual analytics The goal of this project is to explore, develop, and test pay equity visual analytics solutions in...
Exploratory action BARD(E) Bacterial Antibiotic Resistance Diagnostics (Enhanced) Antibiotic resistance is a major public health threat, and clinicians are increasingly confronted...
Exploratory action LearnToOpt Learning to Optimize : Beyond Gradient-Based Optimization Many difficult real-world optimization problems require the usage of randomized derivative-free...
Challenge YS.AI Towards the metaverse The metaverse became a buzzword following recent announcements about massive investments on those...
Exploratory action AEROTouch AErial RObots with the sense of Touch Get ready for a revolution in drone technology! Aerial robots, commonly known as "drones," will be...
Exploratory action Backbone Efficient Symbolic Manipulation for Sparse Systems We seek to explicit, and then exploit, potential structural properties of algebraic systems in order...
Exploratory action Réal Réal: algebraic rewriting Rewriting is the part of computer algebra that studies the transformations of mathematical...
Challenge ROAD-AI Toward smart Augmented & Integrated Roads and infrastructures Integrated management of infrastructure assets is an approach which aims at reconciling long-term...
Project-team ACENTAURI Artificial intelligence and efficient algorithms for autonomus robotics The goal of ACENTAURI is to study and develop intelligent, autonomous and mobile robots that...
Project-team ECUADOR Program transformations for scientific computing The ECUADOR team studies Algorithmic Differentiation (AD) of computer programs, which aims at...
Project-team MIND Models and Inference for Neuroimaging Data MIND is a joint Inria and CEA (NeuroSpin center) project-team whose overall scientific objective is...
Project-team SPADES Sound Programming of Adaptive Dependable Embedded Systems The SPADES project-team aims at mastering the complexity and dependability of networked embedded...
Project-team VALSE Finite-time control and estimation for distributed systems The information revolution brings new possibilities related with Internet of Things and Cyber...