Search Results for author: Daning Bi

Found 2 papers, 2 papers with code

Decentralized Personalized Federated Learning based on a Conditional Sparse-to-Sparser Scheme

1 code implementation24 Apr 2024 Qianyu Long, Qiyuan Wang, Christos Anagnostopoulos, Daning Bi

We provide a theoretical analysis of DA-DPFL's convergence by solidifying its applicability in decentralized and personalized learning.

Personalized Federated Learning

FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization

1 code implementation13 Sep 2023 Qianyu Long, Christos Anagnostopoulos, Shameem Puthiya Parambath, Daning Bi

Federated Learning (FL) has been successfully adopted for distributed training and inference of large-scale Deep Neural Networks (DNNs).

Federated Learning

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