Diyora Salimova

According to our database, Diyora Salimova authored at least 5 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Approximation properties of Residual Neural Networks for Kolmogorov PDEs.

Jonas Baggenstos, Diyora Salimova

CoRR, 2021

2020

Weak error analysis for stochastic gradient descent optimization algorithms.

Aritz Bercher, Lukas Gonon, Arnulf Jentzen, Diyora Salimova

CoRR, 2020

Space-time deep neural network approximations for high-dimensional partial differential equations.

Fabian Hornung, Arnulf Jentzen, Diyora Salimova

CoRR, 2020

2019

Deep neural network approximations for Monte Carlo algorithms.

Philipp Grohs, Arnulf Jentzen, Diyora Salimova

CoRR, 2019

2018

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.

Arnulf Jentzen, Diyora Salimova, Timo Welti

CoRR, 2018