Huang, Shouyou Fast rates of minimum error entropy with heavy-tailed noise. (English) Zbl 1517.94036 J. Approx. Theory 281-282, Article ID 105796, 21 p. (2022). MSC: 94A17 68T05 68T10 PDFBibTeX XMLCite \textit{S. Huang}, J. Approx. Theory 281--282, Article ID 105796, 21 p. (2022; Zbl 1517.94036) Full Text: DOI
Zhou, Xingcai; Lv, Shaogao Robust wavelet-based estimation for varying coefficient dynamic models under long-dependent structures. (English) Zbl 1483.42025 Anal. Appl., Singap. 19, No. 6, 1033-1057 (2021). Reviewer: Sandra Saliani (Potenza) MSC: 42C40 62G07 62G20 68P05 PDFBibTeX XMLCite \textit{X. Zhou} and \textit{S. Lv}, Anal. Appl., Singap. 19, No. 6, 1033--1057 (2021; Zbl 1483.42025) Full Text: DOI
Feng, Yunlong; Wu, Qiang A framework of learning through empirical gain maximization. (English) Zbl 1470.62104 Neural Comput. 33, No. 6, 1656-1697 (2021). MSC: 62J05 62G35 68T05 PDFBibTeX XMLCite \textit{Y. Feng} and \textit{Q. Wu}, Neural Comput. 33, No. 6, 1656--1697 (2021; Zbl 1470.62104) Full Text: DOI arXiv
Feng, Yunlong New insights into learning with correntropy-based regression. (English) Zbl 1520.68144 Neural Comput. 33, No. 1, 157-173 (2021). MSC: 68T05 62J02 94A17 PDFBibTeX XMLCite \textit{Y. Feng}, Neural Comput. 33, No. 1, 157--173 (2021; Zbl 1520.68144) Full Text: DOI arXiv
Lv, Fusheng; Fan, Jun Optimal learning with Gaussians and correntropy loss. (English) Zbl 1462.68159 Anal. Appl., Singap. 19, No. 1, 107-124 (2021). MSC: 68T05 41A46 46E22 62J02 90C47 PDFBibTeX XMLCite \textit{F. Lv} and \textit{J. Fan}, Anal. Appl., Singap. 19, No. 1, 107--124 (2021; Zbl 1462.68159) Full Text: DOI
Li, Bingzheng; Dai, Zhengzhan Error analysis on regularized regression based on the maximum correntropy criterion. (English) Zbl 1486.68156 Math. Found. Comput. 3, No. 1, 25-40 (2020). MSC: 68T05 46E22 62J02 PDFBibTeX XMLCite \textit{B. Li} and \textit{Z. Dai}, Math. Found. Comput. 3, No. 1, 25--40 (2020; Zbl 1486.68156) Full Text: DOI
Feng, Yunlong; Fan, Jun; Suykens, Johan A. K. A statistical learning approach to modal regression. (English) Zbl 1497.68418 J. Mach. Learn. Res. 21, Paper No. 2, 35 p. (2020). MSC: 68T05 62G08 62J02 PDFBibTeX XMLCite \textit{Y. Feng} et al., J. Mach. Learn. Res. 21, Paper No. 2, 35 p. (2020; Zbl 1497.68418) Full Text: arXiv Link
Feng, Yunlong; Wu, Qiang Learning under \((1 + \epsilon)\)-moment conditions. (English) Zbl 1442.62150 Appl. Comput. Harmon. Anal. 49, No. 2, 495-520 (2020). MSC: 62J02 62G35 68T05 PDFBibTeX XMLCite \textit{Y. Feng} and \textit{Q. Wu}, Appl. Comput. Harmon. Anal. 49, No. 2, 495--520 (2020; Zbl 1442.62150) Full Text: DOI
Hu, Ting Kernel-based maximum correntropy criterion with gradient descent method. (English) Zbl 1445.68191 Commun. Pure Appl. Anal. 19, No. 8, 4159-4177 (2020). MSC: 68T05 46E22 62J02 90C26 PDFBibTeX XMLCite \textit{T. Hu}, Commun. Pure Appl. Anal. 19, No. 8, 4159--4177 (2020; Zbl 1445.68191) Full Text: DOI