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Yuesheng Xu

Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy

Apr 01, 2024
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Hypothesis Spaces for Deep Learning

Mar 11, 2024
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Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations

Jan 13, 2024
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Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation

Sep 14, 2023
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Uniform Convergence of Deep Neural Networks with Lipschitz Continuous Activation Functions and Variable Widths

Jun 02, 2023
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Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces

May 21, 2023
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Successive Affine Learning for Deep Neural Networks

May 13, 2023
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Multi-Grade Deep Learning

Feb 01, 2023
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Sparse Deep Neural Network for Nonlinear Partial Differential Equations

Jul 27, 2022
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Convergence of Deep Neural Networks with General Activation Functions and Pooling

May 13, 2022
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