Learning relative similarity from data streams: Active online learning approaches

Relative similarity learning, as an important learning scheme for information retrieval, aims to learn a bi-linear similarity function from a collection of labeled instance-pairs, and the learned function would assign a high similarity value for a similar instance-pair and a low value for a dissimil...

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Bibliographic Details
Main Authors: Shuji Hao, Peilin Zhao, HOI, Steven C. H., Chunyan Miao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2015
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Online Access:https://ink.library.smu.edu.sg/sis_research/2925
https://ink.library.smu.edu.sg/context/sis_research/article/3925/viewcontent/LearningRelativeSimilarityDataStreams_CIKM_2015_afv.pdf
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Institution: Singapore Management University
Language: English
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