Postdoctoral Research Visit F/M Privacy-preserving and Robust Federated Learning: Investigating the Intersection of Differential Privacy and Byzantine Resilience in Federated Learning

Context and Advantages of the PositionThe postdoctoral researcher will work on developing novel federated learning algorithms that effectively tackle the challenges of protecting user privacy and ensuring robustness against adversarial threats. The researcher will explore the potentialities of compression in FL training, aiming to provide a solution for a...

Project OverviewAs a postdoctoral research visitor in our team, you will work on developing novel federated learning algorithms to address the challenges of privacy and security in distributed machine learning systems. Our goal is to create a secure and efficient federated learning framework that can be applied in various domains, including healthcare,...

Le descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Fonction **:Doctorant **A propos du centre ou de la direction fonctionnelle**: The Inria center at Université Côte d'Azur includes 42 research teams and 9 support services. The center’s staff (about 500 people) is...

Le descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Contrat renouvelable **:Oui **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Post-Doctorant **A propos du centre ou de la direction fonctionnelle**: The Inria centre at Université Côte d'Azur includes 37 research teams and 8 support services. The...

About the PositionContext and RequirementsThe INRIA research center is seeking a highly skilled postdoctoral researcher to join our team and work on the dAIEDGE project, a European Union-funded network of excellence for distributed, trustworthy, efficient, and scalable AI at the edge.The successful candidate will have the opportunity to collaborate with our...

Job DetailsThis PhD research position is part of the INRIA research initiative on Federated Learning, FedMalin. The successful candidate will join the NEO project-team, which is positioned at the intersection of Operations Research and Network Science. The research activity will be supervised by Giovanni Neglia, Aurélien Bellet.Research ObjectivesThe goal...

Research Position Overview We are seeking a highly motivated postdoctoral researcher to join our team at INRIA and work on distributed machine learning at the network edge. The successful candidate will be part of the dAIEDGE project, a network of excellence for distributed, trustworthy, efficient, and scalable AI at the edge, funded by the European Union....

Research OpportunityThis PhD thesis is part of Inria's research initiative on Federated Learning, FedMalin. The PhD candidate will join the NEO project-team, positioned at the intersection of Operations Research and Network Science.Research ObjectivesThe goal of this PhD is to propose algorithms to design the communication topology for decentralized...

Job Context and RequirementsThe position is part of the dAIEDGE project, a network of excellence for distributed, trustworthy, efficient, and scalable AI at the Edge, funded by the European Union.The dAIEDGE Network of Excellence aims to strengthen and support the development of the dynamic European edge AI ecosystem under the umbrella of the European AI...

Job DescriptionWe are seeking a highly motivated postdoctoral researcher to join our team at INRIA to work on distributed machine learning at the network edge. The position is part of the EU-funded project dAIEDGE, which aims to develop distributed, trustworthy, efficient, and scalable AI at the Edge.The successful candidate will work with our team to...

Research InitiativeThis PhD thesis is part of Inria's research initiative on Federated Learning, FedMalin. The PhD candidate will join the NEO project-team, positioned at the intersection of Operations Research and Network Science.Research ObjectivesThe goal of this PhD is to propose algorithms to design the communication topology for decentralized federated...

Context and ChallengesWe are seeking a postdoctoral researcher to join our team at INRIA to work on distributed machine learning at the edge. The successful candidate will be part of a research project focused on enhancing the European edge AI ecosystem.Background and MotivationsThe Internet was initially designed for time-sharing, but it has evolved to...

Context and Benefits of the PositionThe Postdoctoral Research Visit is part of the LearnNet project, a collaboration between Inria and Nokia Bell Labs. The successful candidate will contribute to the development of inference delivery networks, a novel approach to machine learning inference tasks.Research ObjectivesThe research goals of this position are to...

Research Position in Cooperative Inference StrategiesThis postdoctoral research visit is part of the Inria-Nokia Bell Labs challenge LearnNet (Learning Networks). The researcher will work on inference delivery strategies in networks of computing nodes that coordinate to satisfy machine learning inference requests.Research GoalThe goal of this research is to...

Le descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD**Niveau de diplôme exigé **:Thèse ou équivalent**Fonction **:Post-DoctorantA propos du centre ou de la direction fonctionnelle The Inria centre at Université Côte d'Azur includes 37 research teams and 8 support services. The centre's staff (about 500 people) is made up of...

Le descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD**Niveau de diplôme exigé **:Bac + 5 ou équivalent**Fonction **:DoctorantA propos du centre ou de la direction fonctionnelle Le centre Inria d'Université Côte d'Azur regroupe 37 équipes de recherche et 8 services d’appui. Le personnel du centre (500 personnes environ) est...

About the Postdoctoral Research PositionThe postdoctoral research position in our team at INRIA is focused on distributed machine learning at the network edge. The successful candidate will work on designing and developing novel machine learning algorithms and systems that can operate efficiently and effectively in distributed edge environments. The position...

Job DescriptionWe are seeking a highly motivated postdoctoral researcher to join our team at INRIA and work on distributed machine learning at the network edge. The successful candidate will have a strong background in machine learning, optimization, and statistical learning, and will be able to contribute to the development of new algorithms and techniques...

Research PositionThis postdoctoral research visit is part of the Inria-Nokia Bell Labs LearnNet challenge, focusing on cooperative inference strategies in machine learning. The successful candidate will work with a team of researchers to develop novel inference delivery networks, integrating machine learning models with different computational and memory...

Le descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Contrat renouvelable **:Oui **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Post-Doctorant **A propos du centre ou de la direction fonctionnelle**: The Inria Grenoble research center groups together almost 600 people in 23 research teams and 7 research...