Communication-Efficient Agnostic Federated Learning via Faster Convergence and Compression

Haomin Bai, Junyan Sun, Sifan Yang +2

Agnostic federated learning (AFL) seeks a model that performs reliably across $m$ heterogeneous workers, but communication remains a bottleneck. We improve communication efficiency…