David Šiška

Convergence of tamed Euler schemes for a class of stochastic evolution equations

István Gyöngy, Sotirios Sabanis, David Šiška · Stochastic Partial Differential Equations Analysis and Computations · 2015 · 34 citations · Full text

Mean-Field Langevin Dynamics and Energy Landscape of Neural Networks

Kaitong Hu, Zhenjie Ren, David Šiška et al. · arXiv (Cornell University) · 2019 · 30 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Uniform error estimates for artificial neural network approximations for heat equations

Lukas Gonon, Philipp Grohs, Arnulf Jentzen et al. · IMA Journal of Numerical Analysis · 2021 · 28 citations · Full text

Exponential Convergence and Stability of Howard's Policy Improvement Algorithm for Controlled Diffusions

Bekzhan Kerimkulov, David Šiška, Łukasz Szpruch · SIAM Journal on Control and Optimization · 2020 · 23 citations · Full text

Full discretisation of second-order nonlinear evolution equations: strong convergence and applications

Etienne Emmrich, David Šiška · Computational Methods in Applied Mathematics · 2011 · 20 citations · Full text

Numerical Analysis, Engineering, Mechanical Engineering +16