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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Qiu-Ye Lu

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#machine learning Preprint Oct 2026

What Transfers from Training-Only Priors? Separating Knowledge, Ordinal Targets, and Optimization

Training-only teacher access lets a compact student deploy with local features and exported weights. This established distillation interface does not identify what transfers or when it helps. We separate label, query, capacity, and source-access budgets on three public credit archives and a previously unexamined bankru...

Qiu-Ye Lu, Jia-Yue Ji, Liang-Jie Zhang · 0 citations

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