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Partial label metric learning by collapsing classes

Published:2020-05-06 Issue:11 Volume:11 Page:2453-2460
ISSN:1868-8071
Container-title:International Journal of Machine Learning and Cybernetics
language:en
Short-container-title:Int. J. Mach. Learn. & Cyber.

Author:

Xu Shuang,Yang Min,Zhou Yu,Zheng Ruirui,Liu Wenpeng,He Jianjun

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Link

https://link.springer.com/content/pdf/10.1007/s13042-020-01129-z.pdf

Reference38 articles.

1. Beygelzimer A, Langford J (2009) The offset tree for learning with partial labels. In: Proceedings of the 15th ACM sigkdd international conference on knowledge discovery and data mining. ACM, pp 129–138

2. Boyd S, Vandenberghe L (2004) Convex optimization. Cambridge University Press, Cambridge

3. Chen CH, Patel VM, Chellappa R (2017) Learning from ambiguously labeled face images. IEEE Trans Pattern Anal Mach Intell 40(7):1653–1667

4. Chen YC, Patel VM, Chellappa R, Phillips PJ (2014) Ambiguously labeled learning using dictionaries. IEEE Trans Inf Forensics Secur 9(12):2076–2088

5. Côme E, Oukhellou L, Denoeux T, Aknin P (2009) Learning from partially supervised data using mixture models and belief functions. Pattern Recognit 42(3):334–348

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3. Semi-supervised partial label learning algorithm via reliable label propagation;Applied Intelligence;2022-10-03

4. Label correlation for partial label learning;Journal of Systems Engineering and Electronics;2022-10

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