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

Riyasat Ohib, Bishal Thapaliya, Pratyush Gaggenapalli +3

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