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In: 18th International Joint Conference on Artificial Intelligence, pp

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Focused PU learning from imbalanced data

cs.LG · 2026-05-14 · unverdicted · novelty 5.0

A focused empirical risk estimator for PU learning achieves state-of-the-art results on imbalanced datasets under SCAR and SAR labeling mechanisms.

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  • Focused PU learning from imbalanced data cs.LG · 2026-05-14 · unverdicted · none · ref 28

    A focused empirical risk estimator for PU learning achieves state-of-the-art results on imbalanced datasets under SCAR and SAR labeling mechanisms.