SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training

no code implementations • 15 Apr 2023 • Riyasat Ohib, Bishal Thapaliya, Pratyush Gaggenapalli, Jingyu Liu, Vince Calhoun, Sergey Plis

Federated learning (FL) enables the training of a model leveraging decentralized data in client sites while preserving privacy by not collecting data.

Federated Learning