HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks

1 code implementation • 14 Apr 2022 • Minh-Duong Nguyen, Sang-Min Lee, Quoc-Viet Pham, Dinh Thai Hoang, Diep N. Nguyen, Won-Joo Hwang

Federated learning (FL) is a new artificial intelligence concept that enables Internet-of-Things (IoT) devices to learn a collaborative model without sending the raw data to centralized nodes for processing.

Federated Learning