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#Privacy
Four entries on this site carry the Privacy tag: one post, one project and two talks, dated between 2023 and 2024.
Posts
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Tackling Data Imbalance in Federated Learning
Post · 2024 How Fed-Focal Loss addresses one of the most challenging problems in distributed machine learning: handling imbalanced data across federated clients.
Projects
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SkyEdge: Decentralized Data Economy
Project · 2023 SkyEdge proposes a decentralized data economy where individuals retain ownership of their data while participating in value creation through blockchain and DeFi.
Talks
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Decentralized AI: Privacy, Fairness, and the Future of Machine Learning
Talk · 2024 · AI & Web3 Summit 2024 A keynote on the convergence of federated learning, blockchain, and decentralized systems for privacy-preserving AI -
Building the Decentralized Data Economy: From Theory to Practice
Talk · 2024 · Web3 Infrastructure Conference How DePIN and blockchain technology are creating new models for data ownership and monetization