Dennis Elbrächter

DNN Expression Rate Analysis of High-Dimensional PDEs: Application to Option Pricing

Dennis Elbrächter, Philipp Grohs, Arnulf Jentzen et al. · Constructive Approximation · 2021 · 94 citations · Full text

Computing, Computer Science, Mathematics +15

Deep Neural Network Approximation Theory

Dennis Elbrächter, Dmytro Perekrestenko, Philipp Grohs et al. · IEEE Transactions on Information Theory · 2021 · 70 citations · Full text

Computing, Computer Science, Mathematics +12

Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Efficiency Increase Across Realistic Scenarios and Testing Strategies

Claudio Mayrink Verdun, Tim Fuchs, Pavol Harár et al. · Frontiers in Public Health · 2021 · 57 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +12

Group testing for SARS-CoV-2 allows for up to 10-fold efficiency increase across realistic scenarios and testing strategies

Claudio Mayrink Verdun, Tim Fuchs, Pavol Harár et al. · medRxiv · 2020 · 26 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +12

The universal approximation power of finite-width deep ReLU networks

Dmytro Perekrestenko, Philipp Grohs, Dennis Elbrächter et al. · arXiv (Cornell University) · 2018 · 15 citations · Full text

Computing, Computer Science, Mathematics +17