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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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Long Wang

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#machine learning Preprint Oct 2026

Constructing Structured Decision Sources for Consensus-Based Pseudo-Label Learning

Consensus can make pseudo-label learning more reliable, but only when its predictors contribute genuinely different evidence. Multiple models that repeat the same boundary provide additional votes without additional information. We address this problem by con structing decision sources through controlled changes to wit...

Long Wang · 0 citations

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