Paul Geuchen

According to our database, Paul Geuchen authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Near-optimal estimates for the ℓ^p-Lipschitz constants of deep random ReLU neural networks.

Sjoerd Dirksen, Patrick Finke, Paul Geuchen, Dominik Stöger, Felix Voigtländer

CoRR, June, 2025

2024

On best approximation by multivariate ridge functions with applications to generalized translation networks.

Paul Geuchen, Palina Salanevich, Olov Schavemaker, Felix Voigtländer

CoRR, 2024

2023

Upper and lower bounds for the Lipschitz constant of random neural networks.

Paul Geuchen, Thomas Heindl, Dominik Stöger, Felix Voigtländer

CoRR, 2023

Universal approximation with complex-valued deep narrow neural networks.

Paul Geuchen, Thomas Jahn, Hannes Matt

CoRR, 2023

Optimal approximation of C^k-functions using shallow complex-valued neural networks.

Paul Geuchen, Felix Voigtländer

CoRR, 2023

Optimal approximation using complex-valued neural networks.

Paul Geuchen, Felix Voigtländer

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023