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yucheng514/FedZoo
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20d ago
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Update README.md to enhance project overview and usage instructions for FedZoo, including detailed descriptions of supported algorithms, environment dependencies, and example commands for running experiments.
88f31ad
yucheng514
20d ago
Add experimental results and analysis section to MCFL paper, comparing performance against baseline algorithms under extreme Non-IID data and concept drift scenarios
cfde0dc
yucheng514
24d ago
Expand introduction in MCFL paper to address challenges of client heterogeneity and concept drift, and introduce MCFL's dynamic clustering and meta-learning solutions
4c8640c
yucheng514
24d ago
Enhance algorithm pseudocode in MCFL paper to clarify server-side clustering logic and dynamic re-clustering conditions
2bce814
yucheng514
24d ago
Add detailed ablation study analysis to MCFL paper, highlighting the effectiveness of dynamic clustering and meta-learning mechanisms
15233ff
yucheng514
24d ago
Add initial draft of Meta-Clustered Federated Learning (MCFL) paper, detailing methodology, experiments, and results
0e3bf09
yucheng514
25d ago
Optimize memory usage during rotation operations by transferring tensors to CPU, and implement regular CUDA cache cleanup to prevent memory leaks
b15f482
yucheng514
25d ago
Add options to disable meta-learning and clustering for ablation experiments
c0027eb
yucheng514
26d ago
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yucheng514
110 commits