Works matching AU Zhou, Ding-Xuan

Results: 32

Simultaneous approximation by Bernstein operators in Hölder norms.

Published in:

Mathematische Nachrichten, 2013, v. 286, n. 4, p. 349, doi. 10.1002/mana.201100284

By:

Gonska, Heiner;
Prestin, Jürgen;
Tachev, Gancho;
Zhou, Ding ‐ xuan

Publication type:

Article

Approximation analysis of CNNs from a feature extraction view.

Published in:

Analysis & Applications, 2024, v. 22, n. 3, p. 635, doi. 10.1142/S0219530524500015

By:

Li, Jianfei;
Feng, Han;
Zhou, Ding-Xuan

Publication type:

Article

Approximating functions with multi-features by deep convolutional neural networks.

Published in:

Analysis & Applications, 2023, v. 21, n. 1, p. 93, doi. 10.1142/S0219530522400085

By:

Mao, Tong;
Shi, Zhongjie;
Zhou, Ding-Xuan

Publication type:

Article

Deep neural networks for rotation-invariance approximation and learning.

Published in:

Analysis & Applications, 2019, v. 17, n. 5, p. 737, doi. 10.1142/S0219530519400074

By:

Chui, Charles K.;
Lin, Shao-Bo;
Zhou, Ding-Xuan

Publication type:

Article

Deep distributed convolutional neural networks: Universality.

Published in:

Analysis & Applications, 2018, v. 16, n. 6, p. 895, doi. 10.1142/S0219530518500124

By:

Zhou, Ding-Xuan

Publication type:

Article

Thresholded spectral algorithms for sparse approximations.

Published in:

Analysis & Applications, 2017, v. 15, n. 3, p. 433, doi. 10.1142/S0219530517500026

By:

Guo, Zheng-Chu;
Xiang, Dao-Hong;
Guo, Xin;
Zhou, Ding-Xuan

Publication type:

Article

Preface.

Published in:

Analysis & Applications, 2016, v. 14, n. 6, p. v, doi. 10.1142/S0219530516020012

By:

Smale, Stephen;
Zhou, Ding-Xuan

Publication type:

Article

Error bounds for learning the kernel.

Published in:

Analysis & Applications, 2016, v. 14, n. 6, p. 849, doi. 10.1142/S0219530516400054

By:

Micchelli, Charles A.;
Pontil, Massimiliano;
Wu, Qiang;
Zhou, Ding-Xuan

Publication type:

Article

Learning rates for the risk of kernel-based quantile regression estimators in additive models.

Published in:

Analysis & Applications, 2016, v. 14, n. 3, p. 449, doi. 10.1142/S0219530515500050

By:

Christmann, Andreas;
Zhou, Ding-Xuan

Publication type:

Article

Regularization schemes for minimum error entropy principle.

Published in:

Analysis & Applications, 2015, v. 13, n. 4, p. 437, doi. 10.1142/S0219530514500110

By:

Hu, Ting;
Fan, Jun;
Wu, Qiang;
Zhou, Ding-Xuan

Publication type:

Article

Refinable Functions: Positivity and Interpolation.

Published in:

Analysis & Applications, 2003, v. 1, n. 3, p. 243, doi. 10.1142/S0219530503000181

By:

Micchelli, Charles A.;
Zhou, Ding-Xuan

Publication type:

Article

Estimating the Approximation Error in Learning Theory.

Published in:

Analysis & Applications, 2003, v. 1, n. 1, p. 17, doi. 10.1142/S0219530503000089

By:

Smale, Steve;
Zhou, Ding-Xuan

Publication type:

Article

Modified Fejér sequences and applications.

Published in:

Computational Optimization & Applications, 2018, v. 71, n. 1, p. 95, doi. 10.1007/s10589-017-9962-1

By:

Lin, Junhong;
Rosasco, Lorenzo;
Villa, Silvia;
Zhou, Ding-Xuan

Publication type:

Article

Deep learning theory of distribution regression with CNNs.

Published in:

Advances in Computational Mathematics, 2023, v. 49, n. 4, p. 1, doi. 10.1007/s10444-023-10054-y

By:

Yu, Zhan;
Zhou, Ding-Xuan

Publication type:

Article

Approximation of functions from Korobov spaces by deep convolutional neural networks.

Published in:

Advances in Computational Mathematics, 2022, v. 48, n. 6, p. 1, doi. 10.1007/s10444-022-09991-x

By:

Mao, Tong;
Zhou, Ding-Xuan

Publication type:

Article

Online regularized learning with pairwise loss functions.

Published in:

Advances in Computational Mathematics, 2017, v. 43, n. 1, p. 127, doi. 10.1007/s10444-016-9479-7

By:

Guo, Zheng-Chu;
Ying, Yiming;
Zhou, Ding-Xuan

Publication type:

Article

Concentration estimates for learning with unbounded sampling.

Published in:

Advances in Computational Mathematics, 2013, v. 38, n. 1, p. 207, doi. 10.1007/s10444-011-9238-8

By:

Guo, Zheng-Chu;
Zhou, Ding-Xuan

Publication type:

Article

High order Parzen windows and randomized sampling.

Published in:

Advances in Computational Mathematics, 2009, v. 31, n. 4, p. 349, doi. 10.1007/s10444-008-9073-8

By:

Zhou, Xiang-Jun;
Zhou, Ding-Xuan

Publication type:

Article

Approximation Analysis of Learning Algorithms for Support Vector Regression and Quantile Regression.

Published in:

Journal of Applied Mathematics, 2012, p. 1, doi. 10.1155/2012/902139

By:

Xiang, Dao-Hong;
Ting Hu;
Zhou, Ding-Xuan

Publication type:

Article

Radial Basis Function Approximation with Distributively Stored Data on Spheres.

Published in:

Constructive Approximation, 2024, v. 60, n. 1, p. 1, doi. 10.1007/s00365-023-09649-x

By:

Feng, Han;
Lin, Shao-Bo;
Zhou, Ding-Xuan

Publication type:

Article

Distributed Kernel-Based Gradient Descent Algorithms.

Published in:

Constructive Approximation, 2018, v. 47, n. 2, p. 249, doi. 10.1007/s00365-017-9379-1

By:

Lin, Shao-Bo;
Zhou, Ding-Xuan

Publication type:

Article

Federated learning for minimizing nonsmooth convex loss functions.

Published in:

Mathematical Foundations of Computing, 2023, v. 6, n. 4, p. 1, doi. 10.3934/mfc.2023026

By:

Wei, Le-Yin;
Yu, Zhan;
Zhou, Ding-Xuan

Publication type:

Article

Normal estimation on manifolds by gradient learning.

Published in:

Numerical Linear Algebra with Applications, 2011, v. 18, n. 2, p. 249, doi. 10.1002/nla.722

By:

Shi, Lei;
Zhou, Ding-Xuan

Publication type:

Article

Preface to the special issue on analysis in machine learning and data science.

Published in:

Communications on Pure & Applied Analysis, 2020, v. 19, n. 8, p. i-iii, doi. 10.3934/cpaa.2020171

By:

Chirstmann, Andreas;
Wu, Qiang;
Zhou, Ding-Xuan

Publication type:

Article

Smoothness of Function in Terms of Kernel and Its Relation With K‐Derivative.

Published in:

Journal of Mathematics, 2025, v. 2025, p. 1, doi. 10.1155/jom/6629509

By:

Deb, Suranjana;
Zhou, Ding-Xuan

Publication type:

Article

Addressing Imbalance in Poverty Classification: A SMOTE‐Enabled Statistical Analysis Approach.

Published in:

Journal of Mathematics, 2025, v. 2025, p. 1, doi. 10.1155/jom/5357997

By:

Hatwar, Shushant;
Thangaraj, Yogalakshmi;
Vishnumoorthy, Sujatha;
Zhou, Ding-Xuan

Publication type:

Article

A Modified Approach to Distributed Bregman ADMM for a Class of Nonconvex Consensus Problems.

Published in:

Journal of Mathematics, 2025, v. 2025, p. 1, doi. 10.1155/jom/9558795

By:

Xue, Zhonghui;
Ma, Qianfeng;
Dang, Yazheng;
Zhou, Ding-Xuan

Publication type:

Article

Some Novel Inequalities for Godunova–Levin Preinvex Functions via Interval Set Inclusion (⊆) Relation.

Published in:

Journal of Mathematics, 2025, v. 2025, p. 1, doi. 10.1155/jom/5570638

By:

Khan, Zareen A.;
Afzal, Waqar;
Abbas, Mujahid;
Nantomah, Kwara;
Zhou, Ding-Xuan

Publication type:

Article

Modeling of Hyperparameter Tuned Fuzzy Deep Neural Network–Based Human Activity Recognition for Disabled People.

Published in:

Journal of Mathematics, 2024, v. 2024, p. 1, doi. 10.1155/2024/5551009

By:

Alotaibi, Faiz Abdullah;
Alnfiai, Mrim M.;
Al-Wesabi, Fahd N.;
Alduhayyem, Mesfer;
Hilal, Anwer Mustafa;
Hamza, Manar Ahmed;
Zhou, Ding-Xuan

Publication type:

Article

A Fourth‐Order Fuzzy Support Vector Machine Based on Class Center.

Published in:

Journal of Mathematics, 2024, v. 2024, p. 1, doi. 10.1155/2024/7905632

By:

Zhou, Yongqiang;
Song, Zhenggang;
Zhou, Ding-Xuan

Publication type:

Article

A New Zero–Inflated Regression Model with Applications to Australian Health Survey and Biochemistry Graduate Students Data.

Published in:

Journal of Mathematics, 2024, v. 2024, p. 1, doi. 10.1155/2024/4081833

By:

Tanış, Caner;
Mansour, Mahmoud M.;
Abd Elrazik, Enayat M.;
Chesneau, Christophe;
Al-Mofleh, Hazem;
Afify, Ahmed Z.;
Zhou, Ding-Xuan

Publication type:

Article

Galerkin Spectral Method of Stochastic Partial Differential Equations Driven by Multivariate Poisson Measure.

Published in:

Journal of Mathematics, 2024, v. 2024, p. 1, doi. 10.1155/2024/9945531

By:

Xie, Hongling;
Zhou, Ding-Xuan

Publication type:

Article