Sharper generalisation bounds for pairwise learning
Pairwise learning refers to learning tasks with loss functions depending on a pair of training examples, which includes ranking and metric learning as specific examples. Recently, there has been an increasing amount of attention on the generalization analysis of pairwise learning to understand its p...
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Main Authors: | , , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2020
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Online Access: | https://ink.library.smu.edu.sg/sis_research/7208 https://ink.library.smu.edu.sg/context/sis_research/article/8211/viewcontent/NeurIPS_2020_sharper_generalization_bounds_for_pairwise_learning_Paper.pdf |
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Institution: | Singapore Management University |
Language: | English |