Postdoctoral Researcher in Distributed Machine Learning at the Network Edge
il y a 3 jours
We 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 researcher will work on one or more of the following topics:
- Distributed Inference
- Online Learning Algorithms with Regret Guarantees
- Distributed/Federated Learning
- Machine Learning Privacy
The postdoctoral researcher will be responsible for:
- Carrying out high-quality research in distributed machine learning and edge AI
- Participating in the activities of the dAIEDGE project, including attending meetings and coordinating INRIA's contribution to deliverables
- Collaborating with PhD students working on related topics
To be eligible for this position, candidates must hold a Ph.D. in Applied Mathematics, Computer Science, or a closely related discipline. They must also demonstrate evidence of research productivity and have a strong mathematical background in optimization, statistical learning, or privacy.
BenefitsThe position offers a gross salary of 2746 € per month, as well as subsidized meals, partial reimbursement of public transport costs, and other benefits.
-
Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout 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...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout 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...
-
Postdoctoral Researcher in Federated Learning
il y a 3 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout 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...
-
Postdoctoral Researcher
il y a 2 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA, focusing on Cooperative Inference Strategies. This position is part of a larger research project aimed at developing novel inference delivery networks for machine learning applications.Research GoalsThe successful candidate will work on designing and...
-
Postdoctoral Researcher
il y a 2 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA, focusing on Cooperative Inference Strategies. This position is part of a research project that aims to develop novel inference delivery networks for machine learning applications.Research GoalsThe successful candidate will work on designing and implementing...
-
Post-doctoral Research Visit F/m Distributed
Il y a 3 mois
Sophia Antipolis, France Inria Temps pleinLe 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...
-
Postdoctoral Researcher in Cooperative Inference Strategies
il y a 4 jours
Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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...
-
Cooperative Inference Strategies Researcher
il y a 3 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout the Position This Postdoctoral Research position is funded by the Inria-Nokia Bell Labs challenge: LearnNet (Learning Networks). Research Team Researchers involved in this project include: Inria: Giovanni Neglia, Chuan Xu, Aurélien Bellet Nokia: Fabio Pianese, Calvin Chen, Tianzhu Zhang Research Focus The primary focus of this research is on...
-
Postdoctoral Researcher in Decentralized Communications
il y a 2 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout the Position This Postdoctoral position offers a unique opportunity to contribute to cutting-edge research at the intersection of information theory, communication theory, and game theory within a collaborative national network. The project is funded by the French National Agency for Research (ANR) as part of the France 2030 program. Research...
-
Postdoctoral Researcher in Decentralized Communications
il y a 3 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout the Position This Postdoctoral position offers a unique opportunity to contribute to cutting-edge research at the intersection of information theory, communication theory, and game theory within a collaborative national network. The project is funded by the French National Agency for Research (ANR) as part of the France 2030 program. Research...
-
Postdoctoral Researcher in Solar Radiation Prediction
il y a 3 semaines
Sophia Antipolis, Provence-Alpes-Côte d'Azur, France Université Paris Dauphine - PSL Temps pleinAbout Université Paris Dauphine - PSL Université Paris Dauphine - PSL is a leading research university renowned for its excellence in economics, finance, law, and social sciences. As part of the prestigious PSL University network, it fosters a vibrant intellectual community dedicated to pushing the boundaries of knowledge. The O.I.E. Center: Advancing...
-
Research Scientist in Federated Learning
il y a 3 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout INRIA INRIA is a leading French research institute dedicated to advancing computer science and digital technologies. We foster innovation through fundamental research, collaborative projects, and the training of talented researchers. Job Description We are seeking a highly motivated Research Scientist to join our team specializing in Federated...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout 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...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinJob DescriptionContext and RequirementsThe successful candidate will work under the supervision of Mathieu Carrière at INRIA, with regular meetings organized with collaborators in Area Science Park, Trieste, Italy. The candidate will be located primarily at INRIA.Research MissionThe goal of this postdoctoral research position is to develop the theoretical...
-
PhD Researcher: Energy-Efficient Networks for Enhanced User Experience
il y a 3 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinAbout the Position This PhD position offers a unique opportunity to contribute to cutting-edge research within the field of beyond 5G networks (B5G). You will be part of a collaborative project between two Inria teams, COATI and DIANA, supported by the French National Research Agency (ANR) PEPR 5G program. Research Focus The increasing demand for...
-
Postdoctoral Researcher in Quantum Metasurfaces
il y a 2 jours
Technopole de Sophia Antipolis, France INRIA Temps pleinResearcher in Quantum MetasurfacesAt INRIA, we are seeking a highly skilled researcher to join our team in the field of quantum metasurfaces. As a postdoctoral researcher, you will be responsible for developing advanced numerical modeling tools to study the interaction of single photons and metasurfaces.Key Responsibilities:Develop and implement high-order...
-
Technopole de Sophia Antipolis, France INRIA Temps plein{"Job ContextThis postdoctoral position is a joint appointment with two INRIA research centers, Centre Inria d'Universit\u00e9 C\u00f4te d'Azur and Centre Inria de Lyon. The position can be developed in either of these centers within a national collaboration network that includes INSA de Rennes.This position is supported by the French National Agency for...
-
Postdoctoral Researcher in Quantum Metasurfaces
il y a 17 heures
Technopole de Sophia Antipolis, France INRIA Temps pleinResearcher in Quantum MetasurfacesAt INRIA, we are seeking a highly skilled researcher to join our team in the field of quantum metasurfaces. As a postdoctoral researcher, you will be responsible for developing advanced numerical modeling tools to study the interaction of single photons and metasurfaces.Key Responsibilities:Develop and implement high-order...
-
Postdoctoral Researcher
il y a 2 jours
Technopole de Sophia Antipolis, France INRIA Temps pleinJob DescriptionContext and Key ResponsibilitiesWe are seeking a highly skilled Postdoctoral Researcher to join our team at INRIA. The successful candidate will contribute to the development of a benchmark for sketch-based modeling, a crucial aspect of Computer-Aided Design (CAD) systems.The goal of this research is to convert freehand drawings into...