Zhang, Wenhui; Ye, Peixin; Xing, Shuo Optimality of the rescaled pure greedy learning algorithms. (English) Zbl 1506.68101 Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 2, Article ID 2250048, 22 p. (2023). MSC: 68T05 46N30 62J02 PDFBibTeX XMLCite \textit{W. Zhang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 21, No. 2, Article ID 2250048, 22 p. (2023; Zbl 1506.68101) Full Text: DOI
Sheng, Baohuai; Zhou, Dapao; Wang, Shuhua The kernel regularized learning algorithm for solving Laplace equation with Dirichlet boundary. (English) Zbl 07623631 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250031, 27 p. (2022). MSC: 65-XX 68-XX 41A25 90C25 68Q32 68T40 PDFBibTeX XMLCite \textit{B. Sheng} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250031, 27 p. (2022; Zbl 07623631) Full Text: DOI
Dong, Zijie; Gong, Jiawen; Zou, Bin; Wang, Yichi; Xu, Jie Generalization and learning rate of multi-class support vector classification and regression. (English) Zbl 1523.68056 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 5, Article ID 2250017, 30 p. (2022). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Dong} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 5, Article ID 2250017, 30 p. (2022; Zbl 1523.68056) Full Text: DOI
Qin, Yimo; Zou, Bin; Zeng, Jingjing; Sheng, Zhifei; Yin, Lei Online regularized pairwise learning with non-i.i.d. observations. (English) Zbl 1524.68293 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 1, Article ID 2150041, 26 p. (2022). MSC: 68T05 60J20 68W27 PDFBibTeX XMLCite \textit{Y. Qin} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 1, Article ID 2150041, 26 p. (2022; Zbl 1524.68293) Full Text: DOI
Benabid, Amina; Fan, Jun; Xiang, Dao-Hong Comparison theorems on large-margin learning. (English) Zbl 1524.68260 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 5, Article ID 2150015, 18 p. (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Benabid} et al., Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 5, Article ID 2150015, 18 p. (2021; Zbl 1524.68260) Full Text: DOI arXiv
Sheng, Baohuai; Zuo, Lan Error analysis of the kernel regularized regression based on refined convex losses and RKBSs. (English) Zbl 1478.62095 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 5, Article ID 2150012, 52 p. (2021). MSC: 62G08 46E22 41A25 68T05 PDFBibTeX XMLCite \textit{B. Sheng} and \textit{L. Zuo}, Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 5, Article ID 2150012, 52 p. (2021; Zbl 1478.62095) Full Text: DOI
Qi, Zhuang; Jiang, Dazhi; Chen, Xiaming Iterative gradient descent for outlier detection. (English) Zbl 1505.62326 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 4, Article ID 2150004, 21 p. (2021). MSC: 62-08 62F35 62J05 65C99 PDFBibTeX XMLCite \textit{Z. Qi} et al., Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 4, Article ID 2150004, 21 p. (2021; Zbl 1505.62326) Full Text: DOI
Su, Baoqi; Sun, Hong-Wei Coefficient-based regularization network with variance loss for error. (English) Zbl 1524.68299 Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 1, Article ID 2050055, 22 p. (2021). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{B. Su} and \textit{H.-W. Sun}, Int. J. Wavelets Multiresolut. Inf. Process. 19, No. 1, Article ID 2050055, 22 p. (2021; Zbl 1524.68299) Full Text: DOI
Wang, Yingjie; Chen, Hong; Song, Biqin; Li, Han Regularized modal regression with data-dependent hypothesis spaces. (English) Zbl 1433.62181 Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 6, Article ID 1950047, 21 p. (2019). MSC: 62J02 62G07 68T05 62G08 PDFBibTeX XMLCite \textit{Y. Wang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 6, Article ID 1950047, 21 p. (2019; Zbl 1433.62181) Full Text: DOI
Wang, Shuhua; Chen, Zhenlong; Sheng, Baohuai Convergence rate of SVM for kernel-based robust regression. (English) Zbl 1408.41015 Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 1, Article ID 1950004, 21 p. (2019). MSC: 41A30 46E22 68Q32 90C25 PDFBibTeX XMLCite \textit{S. Wang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 1, Article ID 1950004, 21 p. (2019; Zbl 1408.41015) Full Text: DOI
Chen, Heng; Huang, Wei; Chen, Di-Rong Simultaneous estimations of optimal directions and optimal transformations for functional data. (English) Zbl 1402.62066 Int. J. Wavelets Multiresolut. Inf. Process. 16, No. 5, Article ID 1850043, 12 p. (2018). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{H. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 16, No. 5, Article ID 1850043, 12 p. (2018; Zbl 1402.62066) Full Text: DOI
Chen, Fen; Zou, Bin; Chen, Na The consistency of least-square regularized regression with negative association sequence. (English) Zbl 1442.68193 Int. J. Wavelets Multiresolut. Inf. Process. 16, No. 3, Article ID 1850019, 20 p. (2018). MSC: 68T05 62G08 PDFBibTeX XMLCite \textit{F. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 16, No. 3, Article ID 1850019, 20 p. (2018; Zbl 1442.68193) Full Text: DOI
Zhang, Meijian; Sun, Hongwei Regression learning with non-identically and non-independently sampling. (English) Zbl 1404.68126 Int. J. Wavelets Multiresolut. Inf. Process. 15, No. 1, Article ID 1750007, 16 p. (2017). MSC: 68T05 62G08 PDFBibTeX XMLCite \textit{M. Zhang} and \textit{H. Sun}, Int. J. Wavelets Multiresolut. Inf. Process. 15, No. 1, Article ID 1750007, 16 p. (2017; Zbl 1404.68126) Full Text: DOI
Ma, Yuanxin; Sun, Hongwei Application of integral operator for vector-valued regression learning. (English) Zbl 1351.68222 Int. J. Wavelets Multiresolut. Inf. Process. 13, No. 6, Article ID 1550047, 16 p. (2015). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Ma} and \textit{H. Sun}, Int. J. Wavelets Multiresolut. Inf. Process. 13, No. 6, Article ID 1550047, 16 p. (2015; Zbl 1351.68222) Full Text: DOI
Chen, Shouyin; Chen, Na Learning by atomic norm regularization with polynomial kernels. (English) Zbl 1343.68192 Int. J. Wavelets Multiresolut. Inf. Process. 13, No. 5, Article ID 1550035, 14 p. (2015). MSC: 68T05 62G08 62G20 PDFBibTeX XMLCite \textit{S. Chen} and \textit{N. Chen}, Int. J. Wavelets Multiresolut. Inf. Process. 13, No. 5, Article ID 1550035, 14 p. (2015; Zbl 1343.68192) Full Text: DOI
Xu, Jie Optimal rate for support vector machine regression with Markov chain samples. (English) Zbl 1327.68201 Int. J. Wavelets Multiresolut. Inf. Process. 12, No. 6, Article ID 1450045, 16 p. (2014). MSC: 68T05 62D05 62M05 PDFBibTeX XMLCite \textit{J. Xu}, Int. J. Wavelets Multiresolut. Inf. Process. 12, No. 6, Article ID 1450045, 16 p. (2014; Zbl 1327.68201) Full Text: DOI
Wang, Cheng; Cai, Jia Convergence analysis of coefficient-based regularization under moment incremental condition. (English) Zbl 1296.68149 Int. J. Wavelets Multiresolut. Inf. Process. 12, No. 1, Article ID 1450008, 19 p. (2014). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{C. Wang} and \textit{J. Cai}, Int. J. Wavelets Multiresolut. Inf. Process. 12, No. 1, Article ID 1450008, 19 p. (2014; Zbl 1296.68149) Full Text: DOI
Zuo, Ling; Peng, Jiangtao; Zou, Bin Error analysis for the sparse graph-based semi-supervised classification algorithm. (English) Zbl 1290.68108 Int. J. Wavelets Multiresolut. Inf. Process. 11, No. 6, Article ID 1350045, 17 p. (2013). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Zuo} et al., Int. J. Wavelets Multiresolut. Inf. Process. 11, No. 6, Article ID 1350045, 17 p. (2013; Zbl 1290.68108) Full Text: DOI
Sun, Hongwei; Liu, Ping Regularized least square algorithm with two kernels. (English) Zbl 1278.68112 Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 5, Paper No. 1250043, 14 p. (2012). Reviewer: Ding-Xuan Zhou (Hong Kong) MSC: 68Q32 68T05 62J02 PDFBibTeX XMLCite \textit{H. Sun} and \textit{P. Liu}, Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 5, Paper No. 1250043, 14 p. (2012; Zbl 1278.68112) Full Text: DOI
Chen, Di-Rong; Li, Han The coefficient regularized regression with random projection. (English) Zbl 1248.68400 Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 2, Paper No. 12, 13 p. (2012). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{D.-R. Chen} and \textit{H. Li}, Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 2, Paper No. 12, 13 p. (2012; Zbl 1248.68400) Full Text: DOI
Huang, Juan; Chen, Hong; Li, Luoqing Least square regression with coefficient regularization by gradient descent. (English) Zbl 1280.68168 Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 1, 1250005, 13 p. (2012). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{J. Huang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 10, No. 1, 1250005, 13 p. (2012; Zbl 1280.68168) 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
Xu, Yong-Li; Chen, Di-Rong Learning rates of regularized regression for functional data. (English) Zbl 1182.62003 Int. J. Wavelets Multiresolut. Inf. Process. 7, No. 6, 839-850 (2009). MSC: 62-07 68T05 46N30 65C60 62J02 PDFBibTeX XMLCite \textit{Y.-L. Xu} and \textit{D.-R. Chen}, Int. J. Wavelets Multiresolut. Inf. Process. 7, No. 6, 839--850 (2009; Zbl 1182.62003) Full Text: DOI
Li, Luoqing Regularized least square regression with spherical polynomial kernels. (English) Zbl 1184.68410 Int. J. Wavelets Multiresolut. Inf. Process. 7, No. 6, 781-801 (2009). MSC: 68T05 62J02 PDFBibTeX XMLCite \textit{L. Li}, Int. J. Wavelets Multiresolut. Inf. Process. 7, No. 6, 781--801 (2009; Zbl 1184.68410) Full Text: DOI