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Low-rank robust online distance/similarity learning based on the rescaled hinge loss

An important challenge in metric learning is scalability to both size and dimension of input data. Online metric learning algorithms are proposed to address this challenge. Existing methods are commonly based on Passive/Aggressive (PA) approach. Hence, they can rapidly process large volumes of data...

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Detalles Bibliográficos
Autores principales: Zabihzadeh, Davood, Tuama, Amar, Karami-Mollaee, Ali, Mousavirad, Seyed Jalaleddin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9020766/
https://www.ncbi.nlm.nih.gov/pubmed/35469120
http://dx.doi.org/10.1007/s10489-022-03419-1

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