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A Fast Algorithm for Multi-Class Learning from Label Proportions

Learning from label proportions (LLP) is a new kind of learning problem which has attracted wide interest in machine learning. Different from the well-known supervised learning, the training data of LLP is in the form of bags and only the proportion of each class in each bag is available. Actually,...

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Detalhes bibliográficos
Main Authors: Fan Zhang, Jiabin Liu, Bo Wang, Zhiquan Qi, Yong Shi
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2019-05-01
Colecção:Electronics
Assuntos:
Acesso em linha:https://www.mdpi.com/2079-9292/8/6/609
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