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News/Generalized Distribution-Free Semi-Supervised Learning with Risk Rewrite
arxiv
PublishedJuly 16, 2026 at 4:00 AM
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Generalized Distribution-Free Semi-Supervised Learning with Risk Rewrite

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arXiv:2607.11947v2 Announce Type: replace-cross Abstract: Typical semi-supervised learning (SSL) methods rely on distributional assumptions, and their performance degrades when these are violated. While PNU learning, a risk rewriting method, offers a distribution-free alternative, it is restricted t

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