Post-Doctoral Research Visit F/M Topology Design for Decentralized Federated Learning

Contexte et atouts du poste

This postdoc is in the framework of Inria research initiative on Federated Learning, FedMalin

The candidate will join NEO project-team NEO is positioned at the intersection of Operations Research and Network Science. By using the tools of Stochastic Operations Research, the team members model situations arising in several application domains, involving networking in one way or the other.

The research activity will be supervised by

Mission confiée

# Topology Design for Decentralized Federated Learning

## Context
The increasing size of data generated by smartphones and IoT devices motivated the development of Federated Learning (FL) [li20,kairouz21], a framework for on-device collaborative training of machine learning models. FL algorithms like FedAvg [mcmahan17] allow clients to train a common global model without sharing their personal data. FL redu...