Popular repositories Loading

1. FedProx FedProx Public

   Federated Optimization in Heterogeneous Networks (MLSys '20)

   Python 660 160

2. fair_flearn fair_flearn Public

   Fair Resource Allocation in Federated Learning (ICLR '20)

   Python 245 60

3. ditto ditto Public

   Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)

   Python 138 30

4. TERM TERM Public

   Tilted Empirical Risk Minimization (ICLR '21)

   Python 59 9

5. FedDANE FedDANE Public

   FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)

   Python 24 12

6. AdaDPS AdaDPS Public

   Private Adaptive Optimization with Side Information (ICML '22)

   Python 16 1