Slični predmeti

• Deep neural networks with ReLU, leaky ReLU, and softplus activation provably overcome the curse of dimensionality for Kolmogorov partial differential equations with Lipschitz nonlinearities in the $L^p$-sense
  od: Ackermann, Julia, i dr.
  Izdano: (2023)
• Non-convergence to global minimizers in data driven supervised deep learning: Adam and stochastic gradient descent optimization provably fail to converge to global minimizers in the training of deep neural networks with ReLU activation
  od: Do, Thang, i dr.
  Izdano: (2024)
• Multilevel Picard approximations and deep neural networks with ReLU, leaky ReLU, and softplus activation overcome the curse of dimensionality when approximating semilinear parabolic partial differential equations in $L^p$-sense
  od: Neufeld, Ariel, i dr.
  Izdano: (2024)
• On the growth of the parameters of approximating ReLU neural networks
  od: Morina, Erion, i dr.
  Izdano: (2024)
• An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU function
  od: Gillis, Nicolas, i dr.
  Izdano: (2025)