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Positive-Unlabeled Learning in Implicit Feedback from Data Missing-Not-At-Random Perspective

The lack of explicit negative labels issue is a prevalent challenge in numerous domains, including CV, NLP, and Recommender Systems (RSs). To address this challenge, many negative sample completion methods are proposed, such as optimizing sample distribution through pseudo-negative sampling and conf...

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Bibliografische gegevens
Hoofdauteurs: Sichao Wang, Tianyu Xia, Lingxiao Yang
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI AG 2025-12-01
Reeks:Entropy
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Online toegang:https://www.mdpi.com/1099-4300/28/1/41
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