Comfetch: Federated Learning of Large Networks on Constrained Clients via Sketching

Tahseen Rabbani, Brandon Feng, Marco Bornstein +5

Federated learning (FL) is a popular paradigm for private and collaborative model training on the edge. In centralized FL, the parameters of a global architecture (such as a deep n…