Xu, Yuesheng
- Refinement of Operator-valued Reproducing Kernels
2011/02/07 by Xu, Yuesheng, Zhang, Haizhang, Zhang, Qinghui · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (cs.LG)
- Computing Highly Oscillatory Integrals
2015/07/02 by Yunyun Ma, Ma, Yunyun, Yuesheng Xu +1 · 2 citations
Mathematics · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Mathematics #Fractional Differential Equations Solutions #Mathematical functions and polynomials #Numerical Analysis (math.NA)
- Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning
2024/10/21 by Fang, Ronglong, Yuesheng Xu, Xu, Yuesheng · 4 citations
Computer Science · Neuroscience · #Anomaly Detection Techniques and Applications #Brain Tumor Detection and Classification #Neural Networks and Applications
- Representer Theorems in Banach Spaces: Minimum Norm Interpolation, Regularized Learning and Semi-Discrete Inverse Problems
2020/06/24 by Wang, Rui, Xu, Yuesheng · 1 citation
#41A05 #45Q05 #46A22 #65D10 #FOS: Mathematics #Functional Analysis (math.FA) #Primary: 68Q32 #Secondary: 46B45
- Deep Neural Network Solutions for Oscillatory Fredholm Integral Equations
2024/01/13 by Jie Jiang, Yuesheng Xu, Jiang, Jie +1 · 2 citations
Mathematics · Computer Science · #Fractional Differential Equations Solutions #Advanced Mathematical Modeling in Engineering #Numerical methods in inverse problems
- Next-Gen Computing Systems with Compute Express Link: a Comprehensive Survey
2024/12/28 by Chen Chen, Xinkui Zhao, Chen, Chen +9 · 2 citations
Computer Science · Engineering · #3D IC and TSV technologies #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Parallel #Semiconductor Lasers and Optical Devices #and Cluster Computing (cs.DC)
- A Fast Convergent Ordered-Subsets Algorithm with Subiteration-Dependent Preconditioners for PET Image Reconstruction
2021/11/15 by Guo, Jianfeng, Schmidtlein, C. Ross, Krol, Andrzej +5 · 1 citation
#FOS: Mathematics #FOS: Physical sciences #Medical Physics (physics.med-ph) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Inverting Incomplete Fourier Transforms by a Sparse Regularization Model and Applications in Seismic Wavefield Modeling
2022/06/10 by Wu, Tingting, Xu, Yuesheng · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- Successive Affine Learning for Deep Neural Networks
2023/05/13 by Yuesheng Xu, Xu, Yuesheng · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Multi-Grade Deep Learning for Partial Differential Equations with Applications to the Burgers Equation
2023/09/14 by Yuesheng Xu, Xu, Yuesheng, Taishan Zeng +1 · 1 citation
Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA)