SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery

The author introduces SPriFed-OMP, a novel algorithm for differentially private sparse basis recovery in the Federated Learning setting, addressing the challenges of privacy and accuracy trade-offs.