Coroianu, Lucian; Costarelli, Danilo; Gal, Sorin G.; Vinti, Gianluca Approximation by multivariate max-product Kantorovich-type operators and learning rates of least-squares regularized regression. (English) Zbl 1472.41011 Commun. Pure Appl. Anal. 19, No. 8, 4213-4225 (2020). Reviewer: Vijay Gupta (New Delhi) MSC: 41A35 41A25 41A63 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Zhenhuan; Shen, Wei; Ying, Yiming; Yuan, Xiaoming Stochastic AUC optimization with general loss. (English) Zbl 1446.90121 Commun. Pure Appl. Anal. 19, No. 8, 4191-4212 (2020). MSC: 90C15 × Cite Format Result Cite Review PDF Full Text: DOI
Guo, Xin; Fu, Qiang; Wang, Yue; Land, Kenneth C. A numerical method to compute Fisher information for a special case of heterogeneous negative binomial regression. (English) Zbl 1442.62168 Commun. Pure Appl. Anal. 19, No. 8, 4179-4189 (2020). MSC: 62J12 62B10 49M15 62P25 62P10 × Cite Format Result Cite Review PDF 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 × Cite Format Result Cite Review PDF Full Text: DOI
Asharabi, Rashad M.; Prestin, Jürgen Computing eigenpairs of two-parameter Sturm-Liouville systems using the bivariate sinc-Gauss formula. (English) Zbl 1468.34119 Commun. Pure Appl. Anal. 19, No. 8, 4143-4158 (2020). MSC: 34L16 34B08 34B24 65L15 × Cite Format Result Cite Review PDF Full Text: DOI
Song, Jiao; Wu, Jiang-Lun; Huang, Fangzhou First jump time in simulation of sampling trajectories of affine jump-diffusions driven by \(\alpha\)-stable white noise. (English) Zbl 1486.60107 Commun. Pure Appl. Anal. 19, No. 8, 4127-4142 (2020). MSC: 60J76 60E07 60G17 60-08 × Cite Format Result Cite Review PDF Full Text: DOI
Rastogi, Abhishake Tikhonov regularization with oversmoothing penalty for nonlinear statistical inverse problems. (English) Zbl 1442.62104 Commun. Pure Appl. Anal. 19, No. 8, 4111-4126 (2020). MSC: 62G20 62G08 62C20 46E22 65J15 65J20 65J22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Acu, Ana-Maria; Dancs, Madalina; Radu, Voichiţa Adriana Representations for the inverses of certain operators. (English) Zbl 1441.41006 Commun. Pure Appl. Anal. 19, No. 8, 4097-4109 (2020). MSC: 41A35 41A25 41A36 × Cite Format Result Cite Review PDF Full Text: DOI
Mhaskar, H. N.; Poggio, T. Function approximation by deep networks. (English) Zbl 1442.62215 Commun. Pure Appl. Anal. 19, No. 8, 4085-4095 (2020). MSC: 62M45 62R20 41A25 68Q32 05C90 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fan, Jun; Xiang, Dao-Hong Quantitative convergence analysis of kernel based large-margin unified machines. (English) Zbl 1445.68190 Commun. Pure Appl. Anal. 19, No. 8, 4069-4083 (2020). MSC: 68T05 46E22 62H30 62J02 × Cite Format Result Cite Review PDF Full Text: DOI
Xu, Hang; Li, Song Analysis non-sparse recovery for relaxed ALASSO. (English) Zbl 1457.94052 Commun. Pure Appl. Anal. 19, No. 8, 4055-4068 (2020). MSC: 94A12 94A08 94A15 68P30 42C15 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Shuhua; Chen, Zhenlong; Sheng, Baohuai Convergence of online pairwise regression learning with quadratic loss. (English) Zbl 1445.68194 Commun. Pure Appl. Anal. 19, No. 8, 4023-4054 (2020). MSC: 68T05 46E22 90C25 × Cite Format Result Cite Review PDF Full Text: DOI
Cao, Kaikai; Liu, Youming Uncompactly supported density estimation with \(L^1\) risk. (English) Zbl 1442.62077 Commun. Pure Appl. Anal. 19, No. 8, 4007-4022 (2020). MSC: 62G07 62G20 62C20 42C40 × Cite Format Result Cite Review PDF Full Text: DOI
Sheng, Baohuai; Liu, Huanxiang; Wang, Huimin Learning rates for the kernel regularized regression with a differentiable strongly convex loss. (English) Zbl 1445.68193 Commun. Pure Appl. Anal. 19, No. 8, 3973-4005 (2020). MSC: 68T05 46E22 62J02 90C25 × Cite Format Result Cite Review PDF Full Text: DOI
Duan, Liqin; Ye, Peixin Exact asymptotic orders of various randomized widths on Besov classes. (English) Zbl 1441.41007 Commun. Pure Appl. Anal. 19, No. 8, 3957-3971 (2020). MSC: 41A46 41A63 46E35 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Dumpert, Florian Quantitative robustness of localized support vector machines. (English) Zbl 1442.62767 Commun. Pure Appl. Anal. 19, No. 8, 3947-3956 (2020). MSC: 62R07 62G35 68Q32 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Cai, Jia; Huo, Junyi Sparse generalized canonical correlation analysis via linearized Bregman method. (English) Zbl 1494.62013 Commun. Pure Appl. Anal. 19, No. 8, 3933-3945 (2020). MSC: 62H20 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Xia, Yifan; Hou, Yongchao; He, Xin; Lv, Shaogao Learning rates for partially linear functional models with high dimensional scalar covariates. (English) Zbl 1442.62774 Commun. Pure Appl. Anal. 19, No. 8, 3917-3932 (2020). MSC: 62R10 62H25 46E22 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Chirstmann, Andreas (ed.); Wu, Qiang (ed.); Zhou, Ding-Xuan (ed.) Preface to the special issue on analysis in machine learning and data science. (English) Zbl 1484.00097 Commun. Pure Appl. Anal. 19, No. 8, i-iii (2020). MSC: 00B15 68-06 62-06 × Cite Format Result Cite Review PDF Full Text: DOI