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

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  2024-10-08

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

  Zhiqiang Cai, Junpyo Choi, Min Liu

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

  Qingguang Guan

  2024-10-08

  12882 975 Pages:674-696