FedLD
¶
Implementation of the FedLD [FedLD24] algorithm.
References
[FedLD24]
Shuang Zeng, Pengxin Guo, Shuai Wang, Jianbo Wang, Yuyin Zhou and Liangqiong Qu. Tackling Data Heterogeneity in Federated Learning via Loss Decomposition. In MICCAI (2024). URL: https://papers.miccai.org/miccai-2024/paper/1348_paper.pdf
Classes included in fluke.algorithms.fedld
Classes¶
- class fluke.algorithms.fedld.FedLDClient(index: int, train_set: FastDataLoader, test_set: FastDataLoader, optimizer_cfg: OptimizerConfigurator, loss_fn: Module, local_epochs: int = 3, fine_tuning_epochs: int = 0, clipping: float = 0, margin_lam: float = 0.2, **kwargs: dict[str, Any])[source]¶
Bases:
Client