A Mathematics Framework of Artificial Shifted Population Risk and Its Further Understanding Related to Consistency Regularization

Xiliang Yang,Shenyang Deng, Shicong Liu, Yuanchi Suo,Wing. W. Y. Ng,Jianjun Zhang

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES RESEARCH TRACK, PT I, ECML PKDD 2024（2024）

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Key words

Population shift,Augmentation framework,Risk decomposition,Regularization

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