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PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference

arXiv cs.LG · 2d ago Cached

This paper proposes PUe, a framework for biased positive-unlabeled learning that uses normalized propensity scores and normalized inverse probability weighting to handle selection bias, improving classification under non-uniform label distributions.

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