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Research
3 articles in this category.
Fed-Focal Loss Explained: What It Does and Why It Matters
A plain-language explanation of Fed-Focal Loss — the federated learning technique for handling imbalanced data. 93 citations, IJCAI 2020. What it does, how it works, and why it matters for production FL.
Generalised DePIN Protocol Explained: The Framework for Decentralized Infrastructure
A plain-language explanation of the Generalised DePIN Protocol — the theoretical framework for Decentralized Physical Infrastructure Networks. 8 citations. What it does, how it works, and why it matters.