List of works - Ding-Xuan Zhou

Analysis of Approximation by Linear Operators on VariableLρp(·)Spaces and Applications in Learning Theory

Analysis of Online Composite Mirror Descent Algorithm

scientific article published on 17 January 2017

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

article

Density Problem and Approximation Error in Learning Theory

Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization

scientific article published on 20 October 2020

Learning Rates of Least-Square Regularized Regression

article by Qiang Wu et al published 23 September 2005 in Foundations of Computational Mathematics

Learning Theory

Learning Theory Estimates via Integral Operators and Their Approximations

article

Learning Theory and Approximation

Learning Theory: From Regression to Classification

Learning and approximation by Gaussians on Riemannian manifolds

scientific article published in 2007

Learning gradients on manifolds

Modeling Language Evolution

Multi-kernel regularized classifiers

On a conjecture of Z. Ditzian

scientific article published in 1992

Online Learning Algorithms Can Converge Comparably Fast as Batch Learning

scientific article published on 24 April 2017

Online Pairwise Learning Algorithms

scientific article published on 18 February 2016

Optimal Stochastic and Online Learning with Individual Iterates ⬇️

Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data

scientific article published on 16 October 2020

Theory of deep convolutional neural networks II: Spherical analysis

scientific article published on 06 August 2020

Theory of deep convolutional neural networks: Downsampling

scientific article published on 25 January 2020

Unregularized online learning algorithms with general loss functions

scholarly article by Yiming Ying & Ding-Xuan Zhou published March 2017 in Applied and Computational Harmonic Analysis

List of works by Ding-Xuan Zhou