3 citations · 3 across the 2 of their papers we have counts for
2 papers
math.DS2026
Universal Approximation Constraints of Narrow ResNets: The Tunnel Effect
Christian Kuehn, Sara-Viola Kuntz, Tobias Wöhrer
We analyze the universal approximation constraints of narrow Residual Neural Networks (ResNets) both theoretically and numerically. For deep neural networks without input space aug…
math.AP2020★ 3 cited
Large time convergence of the non-homogeneous Goldstein-Taylor Equation
Anton Arnold, Amit Einav, Beatrice Signorello +1
The Goldstein-Taylor equations can be thought of as a simplified version of a BGK system, where the velocity variable is constricted to a discrete set of values. It is intimately r…