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stat.ML2021★ 1 cited
Learning from Similarity-Confidence Data
Yuzhou Cao, Lei Feng, Yitian Xu +3
Weakly supervised learning has drawn considerable attention recently to reduce the expensive time and labor consumption of labeling massive data. In this paper, we investigate a no…
stat.ML2020★ 6 cited
Multi-Complementary and Unlabeled Learning for Arbitrary Losses and Models
Yuzhou Cao, Shuqi Liu, Yitian Xu
A weakly-supervised learning framework named as complementary-label learning has been proposed recently, where each sample is equipped with a single complementary label that denote…