Postdoctoral Researcher in Distributed Machine Learning

il y a 4 semaines


Antibes, Provence-Alpes-Côte d'Azur, France Inria Temps plein
About the Position

We are seeking a highly motivated postdoctoral researcher to join our team at Inria, working on distributed machine learning at the edge. The successful candidate will be part of the dAIEDGE network of excellence, funded by the European Union, and will contribute to the development of 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
  • Participating in the activities of the EU project dAIEDGE
  • Collaborating with PhD students working on related topics
Requirements

The ideal candidate should have a Ph.D. in Applied Mathematics, Computer Science, or a closely related discipline, and demonstrate evidence of research productivity. A strong mathematical background in optimization, statistical learning, or privacy is required, as well as good programming skills. Previous experience with PyTorch or TensorFlow is a plus.

Benefits

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



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