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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Anders Søgaard

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#federated learning Open access Oct 2026

Federation Opacity Makes Medical Machine Learning’s Failures Harder to Detect and Correct

Our target article argued that federated learning (FL) generates a distinctive variety of opacity—federation opacity, in which no party can access, analyze, or curate the model’s full training data...

Joshua James Hatherley, Anders Søgaard, Angela Ballantyne et al. · 0 citations

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