7 citations · 16 across the 5 of their papers we have counts for
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cs.LG2021
Gradient Masked Federated Optimization
Irene Tenison, Sreya Francis, Irina Rish
Federated Averaging (FedAVG) has become the most popular federated learning algorithm due to its simplicity and low communication overhead. We use simple examples to show that FedA…
cs.LG2021★ 3 cited
Towards Causal Federated Learning For Enhanced Robustness and Privacy
Sreya Francis, Irene Tenison, Irina Rish
Federated Learning is an emerging privacy-preserving distributed machine learning approach to building a shared model by performing distributed training locally on participating de…