Towards Fairness in Provably Communication-Efficient Federated Recommender Systems

Kirandeep Kaur, Sujit Gujar, Shweta Jain

To reduce the communication overhead caused by parallel training of multiple clients, various federated learning (FL) techniques use random client sampling. Nonetheless, ensuring t…