2 papers
cs.LG2026
Adaptive Joint Compression and Synchronisation in Federated Split Learning for IoT Rainfall Prediction
Wenjie Ding, Yi Sin Lin, Jiale Liu +8
Federated split learning (FSL) enables collaborative training across bandwidth-constrained IoT devices, but repeated activation and gradient exchange creates a communication bot-tl…
cs.CR2026
Privacy-Preserving Federated Autoencoder for ECG Anomaly Detection on Edge Devices
Kaan Arda Akyol, Jakub Kacper SzelÄ g, Aydin Abadi +9
Continuous electrocardiography (ECG) monitoring could surface rhythm abnormalities before they escalate into cardiovascular events. However, a deployable system must satisfy three…