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04/20/2023
Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels
Conventional multi-label classification (MLC) methods assume that all sa...
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04/10/2023
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis
Electronic Health Records (EHR) are generated from clinical routine care...
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03/30/2023
CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation
Semi-supervised domain adaptation (SSDA) adapts a learner to a new domai...
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01/10/2023