Non-IID Data

Artificial Intelligence Machine Learning

FLexChill: Improving Local Federated Learning Training with Logit Chilling

root January 20, 2024 0

The article presents a new model training approach for federated learning called FLex&Chill, which utilizes the Logit Chilling method. This method addresses the challenges posed by data heterogeneity in federated…

Machine Learning

Peer-to-Peer Learning + Consensus with Non-IID Data

root December 22, 2023 0

The article discusses peer-to-peer deep learning algorithms that allow distributed devices to collaboratively train deep neural networks without exchanging raw data or relying on a central server. The authors identify…

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Non-IID Data

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