5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 1 cited
The Ability of Image-Language Explainable Models to Resemble Domain Expertise
Petrus Werner, Anna Zapaishchykova, Ujjwal Ratan
Recent advances in vision and language (V+L) models have a promising impact in the healthcare field. However, such models struggle to explain how and why a particular decision was…
math.NA2022★ 5 cited
Deep neural networks overcome the curse of dimensionality in the numerical approximation of semilinear partial differential equations
Petru A. Cioica-Licht, Martin Hutzenthaler, P. Tobias Werner
We prove that deep neural networks are capable of approximating solutions of semilinear Kolmogorov PDE in the case of gradient-independent, Lipschitz-continuous nonlinearities, whi…