Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning
We propose a novel federated learning approach that allows multiple communication rounds per cohort, achieving up to 74% reduction in total communication costs through a new stochastic proximal point method variant.
Jun 1, 2024