Geert Van der Auwera

Gradient Compression with a Variational Coding Scheme for Federated Learning

2021 · 2021 International Conference on Visual Communications and Image Processing (VCIP)

Federated Learning (FL), a distributed machine learning architecture, emerged to solve the intelligent data analysis on massive data generated at network edge-devices. With this paradigm, a model is jointly learned in parallel at edge-devices without …