Contexte et atouts du poste

This position is part of the postdoctoral program offered by Inria International Relations Department to support international collaborations. For this offer, the recruited postdoc is expected to spend part of their time at Inria Saclay (near Paris), and part in Berlin (FU Berlin within the Inria Berlin initiative), working between two teams that have a strong collaboration in the field of embedded AI (see below).

Mission confiée

Topics

The postdoc focuses on novel and advanced embedded AI, combining two complementary aspects. On the one hand, the TinyML aspect [1], focused on the implementation of AI directly on constrained microcontrollers. On the other hand, privacy-preserving Machine Learning techniques using split computing [2,3], which involves offloading partial execution (inference) of a neural network from a client to server.

Depending on profile of the applicant, the top...