Quantized Rank Reduction: A Communications-Efficient Federated Learning Scheme for Network-Critical Applications

Dimitrios Kritsiolis, Constantine Kotropoulos

Federated learning is a machine learning approach that enables multiple devices (i.e., agents) to train a shared model cooperatively without exchanging raw data. This technique kee…