CatFedAvg: Optimising Communication-efficiency and Classification Accuracy in Federated Learning

no code implementations • 14 Nov 2020 • Dipankar Sarkar, Sumit Rai, Ankur Narang

Federated learning has allowed the training of statistical models over remote devices without the transfer of raw client data.

Classification Federated Learning +1

Fed-Focal Loss for imbalanced data classification in Federated Learning

no code implementations • 12 Nov 2020 • Dipankar Sarkar, Ankur Narang, Sumit Rai

The Federated Learning setting has a central server coordinating the training of a model on a network of devices.

Classification Federated Learning +2