Diyora Salimova

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

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Publications

Jonas Baggenstos, Diyora Salimova
Approximation properties of Residual Neural Networks for Kolmogorov PDEs. CoRR (2021)
Fabian Hornung, Arnulf Jentzen, Diyora Salimova
Space-time deep neural network approximations for high-dimensional partial differential equations. CoRR (2020)
Aritz Bercher, Lukas Gonon, Arnulf Jentzen, Diyora Salimova
Weak error analysis for stochastic gradient descent optimization algorithms. CoRR (2020)
Philipp Grohs, Arnulf Jentzen, Diyora Salimova
Deep neural network approximations for Monte Carlo algorithms. CoRR (2019)
Arnulf Jentzen, Diyora Salimova, Timo Welti
A proof that deep artificial neural networks overcome the curse of dimensionality in the numerical approximation of Kolmogorov partial differential equations with constant diffusion and nonlinear drift coefficients. CoRR (2018)