Postdoctoral Research Visit F/M Distributed Machine Learning at the Network Edge
il y a 1 mois
We are seeking a highly motivated postdoctoral researcher to join our team at INRIA to 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 apply mathematical techniques to model real-world problems.
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
- Participating in the activities of the EU project dAIEDGE
- Collaborating with PhD students working on related topics
The successful candidate will have:
- A Ph.D. in Applied Mathematics, Computer Science, or a closely related discipline
- A strong background in machine learning, optimization, and statistical learning
- Excellent programming skills, preferably in PyTorch or TensorFlow
The postdoctoral researcher will benefit from:
- A gross salary of 2746 € per month
- Subsidized meals
- Partial reimbursement of public transport costs
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave
- Possibility of teleworking and flexible organization of working hours
- Professional equipment available
- Social, cultural, and sports events and activities
- Access to vocational training
- Contribution to mutual insurance (subject to conditions)
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Technopole de Sophia Antipolis, France INRIA Temps pleinAbout 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...
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Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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 successful candidate will have a strong background in machine learning, optimization, and distributed systems, and will be responsible for conducting research and developing new algorithms and...
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Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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...
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Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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 successful candidate will be part of the dAIEDGE project, a European Union-funded initiative to develop distributed, trustworthy, efficient, and scalable AI at the edge.Key ResponsibilitiesConduct...
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Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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 successful candidate will have a strong background in machine learning, optimization, and statistical learning, and will be able to apply mathematical techniques to model real-world problems.The...
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Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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 successful candidate will have a strong background in machine learning, optimization, and distributed systems, and will be responsible for conducting research and developing new algorithms and...
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Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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...
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Technopole de Sophia Antipolis, France INRIA Temps pleinResearch 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....
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Technopole de Sophia Antipolis, France INRIA Temps pleinJob 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...
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Technopole de Sophia Antipolis, France INRIA Temps pleinProject 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,...
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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). The successful candidate will work with a team of researchers from Inria and Nokia to develop novel inference delivery strategies for machine learning models.Research GoalsThe postdoctoral researcher...
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