Addressing Heterogeneity in Federated Learning: Challenges and Solutions for a Shared Production Environment

Tatjana Legler, Vinit Hegiste, Ahmed Anwar +1

Federated learning (FL) has emerged as a promising approach to training machine learning models across decentralized data sources while preserving data privacy, particularly in man…