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Kernel Risk-Sensitive Mean p-Power Error Algorithms for Robust Learning

As a nonlinear similarity measure defined in the reproducing kernel Hilbert space (RKHS), the correntropic loss (C-Loss) has been widely applied in robust learning and signal processing. However, the highly non-convex nature of C-Loss results in performance degradation. To address this issue, a conv...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Entropy (Basel)
Egile Nagusiak: Zhang, Tao, Wang, Shiyuan, Zhang, Haonan, Xiong, Kui, Wang, Lin
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI 2019
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515077/
https://ncbi.nlm.nih.gov/pubmed/33267302
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21060588
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