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• Improving the Expressive Power of Deep Neural Networks Through Integral Activation Transform

  Zezhong Zhang, Feng Bao, Guannan Zhang

  2024-10-08

  12877 1085 Pages:739-763

• Least-Squares Neural Network (LSNN) Method for Linear Advection-Reaction Equation: Non-Constant Jumps

  Zhiqiang Cai, Junpyo Choi, Min Liu

  2024-10-08

  13159 1062 Pages:609-628

• How Can Deep Neural Networks Fail Even with Global Optima?

  Qingguang Guan

  2024-10-08

  13026 1009 Pages:674-696