Research Scientist in Federated Learning

About INRIA INRIA is a leading French research institute dedicated to advancing computer science and digital technologies. We foster innovation through cutting-edge research, collaborative projects, and the training of future generations of scientists. Research Focus: Privacy-Preserving Machine Learning Our team specializes in developing novel techniques...

About the ProjectIn this project, we aim to develop novel federated learning algorithms that effectively address the challenges of data privacy and security in machine learning. We will explore the potentialities of compression in FL training, which can highly reduce the model dimension and provide a solution for a computation-efficient, private, and secure...

About INRIA INRIA is a leading French research institute dedicated to advancing computer science and digital technologies. We are committed to fostering innovation and collaboration through cutting-edge research, talent development, and knowledge transfer. Job Description We are seeking a highly motivated and talented researcher to join our team...

About the ProjectIn this project, we aim to develop novel federated learning algorithms that effectively address the challenges of data privacy and security in machine learning. We will explore the potentialities of compression in FL training, which can highly reduce the model dimension and provide a solution for a computation-efficient, private, and secure...

Research OpportunityWe are seeking a highly motivated PhD candidate to join our research team at INRIA, focusing on Topology Design for Decentralized Federated Learning.Context and ObjectivesThis PhD thesis is part of the Inria research initiative on Federated Learning, FedMalin. The goal is to propose algorithms for designing the communication topology in...

Context and ObjectivesThis 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 FocusThe research activity will focus on proposing algorithms to design the communication topology for decentralized...

Context and ObjectivesThe goal of this project is to develop novel federated learning algorithms that effectively address the challenges of protecting user privacy and ensuring robustness against adversarial threats.BackgroundFederated learning is a distributed machine learning paradigm that enables multiple devices to collaboratively train a global model...

Job DescriptionResearch ContextThis PhD research project 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.Research ObjectivesThe goal of this PhD is to propose algorithms to design the...

Job DescriptionWe are seeking a highly skilled postdoctoral researcher to join our team at INRIA, working on distributed machine learning and edge AI. The successful candidate will be part of the dAIEDGE project, a European Union-funded network of excellence for distributed, trustworthy, efficient, and scalable AI at the edge.Research TopicsThe postdoctoral...

Job DescriptionWe are seeking a highly skilled postdoctoral researcher to join our team at INRIA, working on distributed machine learning and edge AI. The successful candidate will be part of the dAIEDGE project, a European Union-funded network of excellence for distributed, trustworthy, efficient, and scalable AI at the edge.Research TopicsThe postdoctoral...

Job DescriptionContext and OpportunitiesThis postdoctoral research position is part of the Inria-Nokia Bell Labs collaboration on LearnNet (Learning Networks), a challenge that aims to develop innovative machine learning solutions for inference tasks.Research GoalsWe are seeking a highly motivated postdoctoral researcher to study inference delivery...

Job OpportunityWe are seeking a highly skilled researcher to join our team at INRIA and contribute to the development of innovative research projects in the field of computer vision and machine learning.Research ProjectThe successful candidate will be responsible for defining and executing a research project focused on real-time capture of real scenes,...

**At Bayer we’re visionaries, driven to solve the world’s toughest challenges and striving for a world where, Health for all, Hunger for none’ is no longer a dream, but a real possibility. We’re doing it with energy, curiosity and sheer dedication, always learning from unique perspectives of those around us, expanding our thinking, growing our...

Job SummaryWe are seeking a highly skilled Researcher to join our team at INRIA and contribute to the development of innovative research projects in computer vision and machine learning. The successful candidate will be responsible for defining and executing a research project on automatic and real-time capture of real scenes, with a focus on camera...

Job OpportunityWe are seeking a highly skilled researcher to join our team at INRIA and contribute to the development of innovative research projects.Research ProjectThe successful candidate will be responsible for defining and executing a research project focused on automatic and real-time capture of real scenes. This will involve investigating ways 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...

Researcher Position in Computer Vision and Deep LearningAbout the Company: Inria is a leading organization in promoting scientific excellence and digital transformation, with a strong focus on cognitive vision systems.Research Team: The STARS research team at Inria is dedicated to advancing the field of computer vision and deep learning, with a focus on...

About the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA, working on Distributed Machine Learning at the Network Edge. The successful candidate will be part of a dynamic research team focused on developing innovative solutions for distributed AI systems.Key ResponsibilitiesConduct high-quality research in...

About the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA, working on Distributed Machine Learning at the Network Edge. The successful candidate will be part of a dynamic research team focused on developing innovative solutions for distributed AI systems.Key ResponsibilitiesConduct high-quality research in...

Researcher Position in Computer VisionInria, a leading research institute in digital sciences, is seeking a highly motivated PhD researcher to join its STARS team. The successful candidate will contribute to the development of cutting-edge computer vision algorithms for image and video generation.Key ResponsibilitiesDesign and implement novel model...