Madapu Amarlingam

Lightweight Industrial Cohorted Federated Learning for Heterogeneous Assets

2024 · arXiv (Cornell University)

Federated Learning (FL) is the most widely adopted collaborative learning approach for training decentralized Machine Learning (ML) models by exchanging learning between clients without sharing the data and compromising privacy. However, since great data similarity …