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Postdoctoral Researcher in Distributed Machine Learning at the Network Edge

Il y a 2 mois


Technopole de Sophia Antipolis, France INRIA Temps plein
Job Description

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 Topics

The 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
Responsibilities

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
Requirements

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 background in optimization, statistical learning, and/or privacy.

Benefits

The position offers a competitive salary, subsidized meals, partial reimbursement of public transport costs, and a range of benefits, including leave, teleworking, and access to vocational training.