Dixi Yao

Exploring System-Heterogeneous Federated Learning with Dynamic Model Selection

2024 · arXiv (Cornell University)

Federated learning is a distributed learning paradigm in which multiple mobile clients train a global model while keeping data local. These mobile clients can have various available memory and network bandwidth. However, to achieve the …