Haizhang Zhang

发表

Exponential Approximation of Bandlimited Functions from Average Oversampling pdf

Haizhang Zhang, Haizhang Zhang, 2013, ArXiv.

Refinement of Operator-valued Reproducing Kernels

Yuesheng Xu, Haizhang Zhang, Qinghui Zhang, 2011, J. Mach. Learn. Res..

Reproducing Kernel Banach Spaces with the ℓ1 Norm II: Error Analysis for Regularized Least Square Regression

Guohui Song, Haizhang Zhang, Haizhang Zhang, 2011, Neural Computation.

Optimal learning of bandlimited functions from localized sampling

Yuesheng Xu, Charles A. Micchelli, Haizhang Zhang, 2009, J. Complex..

Universal Kernels

Yuesheng Xu, Charles A. Micchelli, Haizhang Zhang, 2006, J. Mach. Learn. Res..

Reproducing kernel Banach spaces for machine learning

Yuesheng Xu, Haizhang Zhang, Jun Zhang, 2009, 2009 International Joint Conference on Neural Networks.

Recent Mathematical Developments on Empirical Mode Decomposition

Yuesheng Xu, Haizhang Zhang, Yuesheng Xu, 2009, Adv. Data Sci. Adapt. Anal..

Multidimensional Analytic Signals and the Bedrosian Identity

Haizhang Zhang, Haizhang Zhang, 2012, ArXiv.

Vector-valued reproducing kernel Banach spaces with applications to multi-task learning

Haizhang Zhang, Jun Zhang, Jun Zhang, 2011, J. Complex..

Orthonormal bases with nonlinear phases

Rui Wang, Yuesheng Xu, Haizhang Zhang, 2010, Adv. Comput. Math..

Sharp exponential bounds for the Gaussian regularized Whittaker-Kotelnikov-Shannon sampling series

Haizhang Zhang, Liang Chen, 2019, J. Approx. Theory.

Reproducing kernel Banach spaces for machine learning

Yuesheng Xu, Haizhang Zhang, Jun Zhang, 2009, 2009 International Joint Conference on Neural Networks.

On Reproducing Kernel Banach Spaces: Generic Definitions and Unified Framework of Constructions pdf

Jun Zhang, Haizhang Zhang, Rongrong Lin, 2019, ArXiv.

Statistical margin error bounds for L1-norm support vector machines

Haizhang Zhang, Liangzhi Chen, Haizhang Zhang, 2019, Neurocomputing.

Learning with Reproducing Kernel Banach Spaces

Haizhang Zhang, Jun Zhang, Jun Zhang, 2017 .

Margin Error Bounds for Support Vector Machines on Reproducing Kernel Banach Spaces

Haizhang Zhang, Liangzhi Chen, Haizhang Zhang, 2017, Neural Computation.

On the Inclusion Relation of Reproducing Kernel Hilbert Spaces pdf

Liang Zhao, Haizhang Zhang, Haizhang Zhang, 2011, ArXiv.

On translation invariant operators which preserve the B-spline recurrence

Yuesheng Xu, Charles A. Micchelli, Haizhang Zhang, 2008, Adv. Comput. Math..

Refinement of Reproducing Kernels

Yuesheng Xu, Haizhang Zhang, Yuesheng Xu, 2009, J. Mach. Learn. Res..

Convergence Analysis of the Gaussian Regularized Shannon Sampling Series

Haizhang Zhang, Rongrong Lin, 2016, ArXiv.

Fast Nonlinear Fourier Expansions

Rui Wang, Yuesheng Xu, Haizhang Zhang, 2009, Adv. Data Sci. Adapt. Anal..

Optimal sampling points in reproducing kernel Hilbert spaces pdf

Rui Wang, Haizhang Zhang, 2016, J. Complex..

Reproducing Kernel Banach Spaces with the l1 Norm pdf

Fred J. Hickernell, Guohui Song, Haizhang Zhang, 2011, ArXiv.

Exponential Approximation of Multivariate Bandlimited Functions from Average Oversampling pdf

Wenjian Chen, Haizhang Zhang, 2014, ArXiv.

Refinable Kernels

Yuesheng Xu, Haizhang Zhang, Yuesheng Xu, 2007, J. Mach. Learn. Res..

Regularized learning in Banach spaces as an optimization problem: representer theorems

Haizhang Zhang, Jun Zhang, Jun Zhang, 2012, J. Glob. Optim..