Benzer Materyaller

• Multilevel Picard approximations for McKean-Vlasov stochastic differential equations with nonconstant diffusion
  Yazar:: Neufeld, Ariel, ve diğerleri
  Baskı/Yayın Bilgisi: (2025)
• Full error analysis of the random deep splitting method for nonlinear parabolic PDEs and PIDEs
  Yazar:: Neufeld, Ariel, ve diğerleri
  Baskı/Yayın Bilgisi: (2024)
• Deep learning based numerical approximation algorithms for stochastic partial differential equations
  Yazar:: Beck, Christian, ve diğerleri
  Baskı/Yayın Bilgisi: (2020)
• 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
  Yazar:: Neufeld, Ariel, ve diğerleri
  Baskı/Yayın Bilgisi: (2024)
• Non-asymptotic convergence analysis of the stochastic gradient Hamiltonian Monte Carlo algorithm with discontinuous stochastic gradient with applications to training of ReLU neural networks
  Yazar:: Liang, Luxu, ve diğerleri
  Baskı/Yayın Bilgisi: (2024)