A nearest-neighbor search model for distance metric learning

DOI10.1016/j.ins.2020.11.054zbMath1483.68316OpenAlexW3112910621MaRDI QIDQ2123495

Yanshan Xiao, Zhifeng Hao, Yibang Ruan, Bo Liu

Publication date: 14 April 2022

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.11.054

zbMATH Keywords

\(k\)-nearest neighbordistance metric learningsearch modelnearest-neighbor selection

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Generalization bottleneck in deep metric learning

Uses Software

• LIBSVM
• Pegasos
• SIFT
• LMNN
• LFW

Cites Work

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• Pegasos: primal estimated sub-gradient solver for SVM
• Support-vector networks
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• Metric Learning: A Survey
• Kernel Distance Metric Learning Using Pairwise Constraints for Person Re-Identification
• Discriminative Deep Metric Learning for Face and Kinship Verification
• Distance Metric Learning via Iterated Support Vector Machines
• Online Learning with Kernels
• Rotation-Invariant Image and Video Description With Local Binary Pattern Features

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