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Haizhang Zhang

Universal Kernels
2006 · Charles A. Micchelli, Yuesheng Xu, et al. · Syracuse University Libraries (Syracuse University) · 381
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Reproducing Kernel Banach Spaces for Machine Learning
2009 · Haizhang Zhang, Yuesheng Xu, et al. · 124
Reproducing kernel Banach spaces for machine learning
2009 · Haizhang Zhang, Yuesheng Xu, et al. · International Joint Conference on Neural Networks (IJCNN) · 89
Convergence of deep convolutional neural networks
2022 · Yuesheng Xu, Haizhang Zhang · Neural Networks · 60
Convergence of deep ReLU networks
2023 · Yuesheng Xu, Haizhang Zhang · Neurocomputing · 55
Reproducing kernel Banach spaces with the ℓ1 norm
2012 · Guohui Song, Haizhang Zhang, et al. · Applied and Computational Harmonic Analysis · 55
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Frames, Riesz bases, and sampling expansions in Banach spaces via semi-inner products
2010 · Haizhang Zhang, Jun Zhang · Applied and Computational Harmonic Analysis · 47
A Tensor Approach for Uncoupled Multiview Clustering
2022 · Jia-Qi Lin, Man-Sheng Chen, et al. · IEEE Transactions on Cybernetics · 41
Regularized learning in Banach spaces as an optimization problem: representer theorems
2010 · Haizhang Zhang, Jun Zhang · Journal of Global Optimization · 41
Optimal learning of bandlimited functions from localized sampling
2009 · Charles A. Micchelli, Yuesheng Xu, et al. · Journal of Complexity · 36
Reproducing Kernel Banach Spaces with the ℓ1Norm II: Error Analysis for Regularized Least Square Regression
2011 · Guohui Song, Haizhang Zhang · Neural Computation · 35
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Dual Information Enhanced Multiview Attributed Graph Clustering
2024 · Jia-Qi Lin, Man-Sheng Chen, et al. · IEEE Transactions on Neural Networks and Learning Systems · 32
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Orthonormal bases with nonlinear phases
2009 · Tao Qian, Rui Wang, et al. · Advances in Computational Mathematics · 29
Incomplete Data Meets Uncoupled Case: A Challenging Task of Multiview Clustering
2022 · Jia-Qi Lin, Xiang-Long Li, et al. · IEEE Transactions on Neural Networks and Learning Systems · 27
The Bedrosian identity for Hp functions
2008 · Lihua Yang, Haizhang Zhang · Journal of Mathematical Analysis and Applications · 27
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Vector-valued reproducing kernel Banach spaces with applications to multi-task learning
2012 · Haizhang Zhang, Jun Zhang · Journal of Complexity · 25
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Refinable Kernels
2007 · Yuesheng Xu, Haizhang Zhang · 22
Refinement of Reproducing Kernels
2009 · Yuesheng Xu, Haizhang Zhang · 21
Characterizing the Hilbert transform by the Bedrosian theorem
2007 · Moises Venouziou, Haizhang Zhang · Journal of Mathematical Analysis and Applications · 19
Refinement of Operator-valued Reproducing Kernels
2011 · Xu, Yuesheng, Zhang, Haizhang, et al. · arXiv (Cornell University) · 18
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Recent Mathematical Developments on Empirical Mode Decomposition
2009 · YUESHENG XU, HAIZHANG ZHANG · Advances in Adaptive Data Analysis · 17
Convergence Analysis of the Gaussian Regularized Shannon Sampling Series
2016 · Rongrong Lin, Haizhang Zhang · Numerical Functional Analysis and Optimization · 16
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Multi-task Learning in vector-valued reproducing kernel Banach spaces with the ℓ1 norm
2020 · Rongrong Lin, Guohui Song, et al. · Journal of Complexity · 12
On the Inclusion Relation of Reproducing Kernel Hilbert Spaces
2012 · HAIZHANG ZHANG, LIANG ZHAO · Analysis and Applications · 12
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Generalized semi-inner products with applications to regularized learning
2010 · Haizhang Zhang, Jun Zhang · Journal of Mathematical Analysis and Applications · 12
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Works count: 61
Citation count: 1,393
H-index: 19
I10-index: 27
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