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Federated-Learning-Test

This project implements a federated learning framework based on three models (CNN, MLP and logistic regression) on the MINIST and CIFAR-10 datasets. For more, check out the pdf file in the main directory.

Experiment

Baseline:

Table 1

Federated Learning:

Table 2

Errors

Equation 6 only holds under strong convex conditions; The text in the paper is generated by GPT.

REFERENCE

Tanks to federated-learning and FedProx.

LICENSE

知识共享许可协议
This work is licensed under a Creative Commons Attribution-NonCommercial Use-ShareAlike 4.0 International License.

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