Search Results

• Towards a Mathematical Understanding of Neural Network-Based Machine Learning: What We Know and What We Don't

  Weinan E, Chao Ma, Lei Wu, Stephan Wojtowytsch

  2020-12-31

  50064 4453 Pages:561-615

• A Label-Free Hybrid Iterative Numerical Transferable Solver for Partial Differential Equations

  Xinyi Wang, Jingrun Chen, Rui Du

  2024-11-29

  14393 1150 Pages:712-734

• On the Banach Spaces Associated with Multi-Layer ReLU Networks: Function Representation, Approximation Theory and Gradient Descent Dynamics

  Weinan E, Stephan Wojtowytsch

  2020-09-25

  43692 3771 Pages:387-440

• Detecting Suspected Epidemic Cases Using Trajectory Big Data

  Chuansai Zhou, Wen Yuan, Jun Wang, Haiyong Xu, Yong Jiang, Xinmin Wang, Qiuzi Han Wen, Pingwen Zhang

  2020-04-30

  87387 5456 Pages:186-206

• Optimality Conditions for Constrained Minimax Optimization

  Yu-Hong Dai, Liwei Zhang

  2020-07-01

  44930 4220 Pages:296-315

• A Scalable Optimization Approach for the Multilinear System Arising from Scattered Data Interpolation

  Yannan Chen, Kaidong Fu, Can Li, Qi Ye

  2024-08-02

  21346 1561 Pages:590-614

• Stability for Constrained Minimax Optimization

  Yu-Hong Dai, Liwei Zhang

  2023-04-25

  36069 2913 Pages:542-565

• Top Eigenpairs of Large Scale Matrices

  Mu-Fa Chen, Rong-Rong Chen

  2022-03-03

  40116 3726 Pages:1-25

• Enforcing Exact Boundary and Initial Conditions in the Deep Mixed Residual Method

  Liyao Lyu, Keke Wu, Rui Du, Jingrun Chen

  2021-11-29

  40648 3379 Pages:748-775