Gong, Tieliang; Xu, Zongben; Chen, Hong Generalization analysis of Fredholm kernel regularized classifiers. (English) Zbl 1456.68148 Neural Comput. 29, No. 7, 1879-1901 (2017). MSC: 68T05 45B05 62H30 PDFBibTeX XMLCite \textit{T. Gong} et al., Neural Comput. 29, No. 7, 1879--1901 (2017; Zbl 1456.68148) Full Text: DOI
Xu, Jie; Tang, Yuan Yan; Zou, Bin; Xu, Zongben; Li, Luoqing; Lu, Yang Generalization performance of Gaussian kernels SVMC based on Markov sampling. (English) Zbl 1311.68143 Neural Netw. 53, 40-51 (2014). MSC: 68T05 60J20 PDFBibTeX XMLCite \textit{J. Xu} et al., Neural Netw. 53, 40--51 (2014; Zbl 1311.68143) Full Text: DOI
Lin, Shaobo; Zeng, Jinshan; Fang, Jian; Xu, Zongben Learning rates of \(l^{q}\) coefficient regularization learning with Gaussian kernel. (English) Zbl 1410.62119 Neural Comput. 26, No. 10, 2350-2378 (2014). MSC: 62G08 68T05 PDFBibTeX XMLCite \textit{S. Lin} et al., Neural Comput. 26, No. 10, 2350--2378 (2014; Zbl 1410.62119) Full Text: DOI arXiv
Zou, Bin; Xu, Zong-ben; Xu, Jie Generalization bounds of ERM algorithm with Markov chain samples. (English) Zbl 1386.68148 Acta Math. Appl. Sin., Engl. Ser. 30, No. 1, 223-238 (2014). MSC: 68T05 60E15 60J20 PDFBibTeX XMLCite \textit{B. Zou} et al., Acta Math. Appl. Sin., Engl. Ser. 30, No. 1, 223--238 (2014; Zbl 1386.68148) Full Text: DOI
Cao, FeiLong; Lin, ShaoBo; Chang, XiangYu; Xu, ZongBen Learning rates of regularized regression on the unit sphere. (English) Zbl 1295.68181 Sci. China, Math. 56, No. 4, 861-876 (2013). Reviewer: Hongwei Sun (Jinan) MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{F. Cao} et al., Sci. China, Math. 56, No. 4, 861--876 (2013; Zbl 1295.68181) Full Text: DOI
Xu, Zongben; Zhang, Yongquan; Cao, Feilong Estimation of convergence rate for multi-regression learning algorithm. (English) Zbl 1245.68163 Sci. China, Inf. Sci. 55, No. 3, 701-713 (2012). MSC: 68T05 62H30 62J02 PDFBibTeX XMLCite \textit{Z. Xu} et al., Sci. China, Inf. Sci. 55, No. 3, 701--713 (2012; Zbl 1245.68163) Full Text: DOI Link
Zou, Bin; Xu, Zongben; Chang, Xiangyu Generalization bounds of ERM algorithm with \(V\)-geometrically ergodic Markov chains. (English) Zbl 1242.68265 Adv. Comput. Math. 36, No. 1, 99-114 (2012). MSC: 68T05 60J10 68W40 PDFBibTeX XMLCite \textit{B. Zou} et al., Adv. Comput. Math. 36, No. 1, 99--114 (2012; Zbl 1242.68265) Full Text: DOI
Zou, Bin; Li, Luoqing; Xu, Zongben Generalization performance of least-square regularized regression algorithm with Markov chain samples. (English) Zbl 1231.62167 J. Math. Anal. Appl. 388, No. 1, 333-343 (2012). MSC: 62M10 60J10 PDFBibTeX XMLCite \textit{B. Zou} et al., J. Math. Anal. Appl. 388, No. 1, 333--343 (2012; Zbl 1231.62167) Full Text: DOI
Chang, Xiangyu; Xu, Zongben; Zou, Bin; Zhang, Hai Generalization bounds of regularization algorithms derived simultaneously through hypothesis space complexity, algorithmic stability and data quality. (English) Zbl 1219.62003 Int. J. Wavelets Multiresolut. Inf. Process. 9, No. 4, 549-570 (2011). MSC: 62B10 62G05 68T05 62A01 PDFBibTeX XMLCite \textit{X. Chang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 9, No. 4, 549--570 (2011; Zbl 1219.62003) Full Text: DOI
Zhang, Yongquan; Cao, Feilong; Xu, Zongben Optimal rate of the regularized regression learning algorithm. (English) Zbl 1218.68141 Int. J. Comput. Math. 88, No. 7, 1471-1483 (2011). MSC: 68T05 62J02 41A17 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Int. J. Comput. Math. 88, No. 7, 1471--1483 (2011; Zbl 1218.68141) Full Text: DOI
Zou, Bin; Chen, Rong; Xu, Zongben Learning performance of Tikhonov regularization algorithm with geometrically beta-mixing observations. (English) Zbl 1206.62095 J. Stat. Plann. Inference 141, No. 3, 1077-1087 (2011). MSC: 62G99 68T05 65C60 PDFBibTeX XMLCite \textit{B. Zou} et al., J. Stat. Plann. Inference 141, No. 3, 1077--1087 (2011; Zbl 1206.62095) Full Text: DOI
Zou, Bin; Li, Luoqing; Xu, Zongben The generalization performance of ERM algorithm with strongly mixing observations. (English) Zbl 1470.68214 Mach. Learn. 75, No. 3, 275-295 (2009). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Zou} et al., Mach. Learn. 75, No. 3, 275--295 (2009; Zbl 1470.68214) Full Text: DOI
Zou, Bin; Zhang, Hai; Xu, Zongben Learning from uniformly ergodic Markov chains. (English) Zbl 1183.68515 J. Complexity 25, No. 2, 188-200 (2009). MSC: 68T05 60J99 PDFBibTeX XMLCite \textit{B. Zou} et al., J. Complexity 25, No. 2, 188--200 (2009; Zbl 1183.68515) Full Text: DOI