Articles with "data subset" as a keyword



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Data Subset Selection With Imperfect Multiple Labels

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Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2018.2875470

Abstract: We study the problem of selecting a subset of weakly labeled data where the labels of each data instance are redundant and imperfect. In real applications, less-than-expert labels are obtained at low cost in order… read more here.

Keywords: quality; subset selection; imperfect multiple; instance ... See more keywords