IEEE

Communication-Efficient Federated Learning for Edge Computing With Gradient Leakage Defense

Abstract: Federated learning (FL) has emerged as a promising paradigm for privacy-preserving model training across distributed edge devices, enabling local data utilization without explicit sharing.
IEEE

Communication Efficient Federated Learning with Quantization-Aware Training Design

Model quantization is an effective method that can improve communication efficiency in federated learning (FL). The existing FL quantization protocols almost stay at the level of post-training ...

Downtown Sarasota has a budding wellness corridor. Here's where to go

Pause Sarasota opens at Aster & Links, joining SkinSpirit, Jefferson Fit and soon Ember Pilates in downtown Sarasota's ...
WSVN 7News

South Florida grandpa spins into new career as a DJ

Most people think of retirement as a time to slow down, but one South Florida grandpa is proving it can also be a time to<a ...