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Tagged: Research

3 articles with this tag.

Research Web3

FairFlow Protocol Explained: MEV Mitigation for Ethereum

A plain-language explanation of FairFlow Protocol — the approach to mitigating Maximal Extractable Value (MEV) in Ethereum. 3 citations. What it does, how it works, and why it matters.

Ethereum MEV FairFlow Web3 Research
Research AI/ML

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.

Federated Learning Fed-Focal Loss AI Research IJCAI
Research Web3

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.

DePIN Web3 Blockchain Infrastructure Research