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Similarity-based Classification: Connecting Similarity Learning to Binary Classification
In real-world classification problems, pairwise supervision (i.e., a pai...
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Data Interpolating Prediction: Alternative Interpretation of Mixup
Data augmentation by mixing samples, such as Mixup, has widely been used...
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Classification from Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization
Pairwise similarities and dissimilarities between data points might be e...
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Takuya Shimada
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