Preprints

2023

Learning-based adaption of robotic friction models. Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok. (arXiv:2310.16688)
M. Singh, A. Fono, G. Kutyniok. Expressivity of Spiking Neural Networks (arXiv:2308.08218)
H. Andrade-Loarca, J. Hege, A. Bacho, G. Kutyniok. PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators (arXiv:2308.01766)
A. Bacho, H. Boche, G. Kutyniok. Reliable AI: Does the Next Generation Require
Quantum Computing? (arXiv:2307.01301v1)

Hung-Hsu Chou, Johannes Maly, Claudio Mayrink Verdun. Non-negative Least Squares via Overparametrization (arXiv:2207.08437)

E. Kasneci, K. Sessler, S. Küchemann, M. Bannert, D. Dementieva, F. Fischer, U. Gasser, G. Groh, S. Günnemann, E. Hüllermeier, S. Krusche, G. Kutyniok, T. Michaeli, C. Nerdel, J. Pfeffer, O. Poquet, M. Sailer, A. Schmidt, T. Seidel, M. Stadler, J. Weller, J. Kuhn, G. Kasneci. ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education. Learning & Individual Differences, to appear (pdf).

Y. Lee, H. Boche, G. Kutyniok. Computability of Optimizers (arXiv:2301.06148)
A. Bacho, H. Boche, G. Kutyniok. Complexity Blowup for Solutions of the Laplace and the Diffusion Equation. (arXiv:2212.00693)
G. Kutyniok, The Mathematics of Artificial Intelligence (pdf)
H. Boche, A. Fono and G. Kutyniok. Inverse Problems Are Solvable on Real Number Signal Processing Hardware (arxiv:2204.02066)
M. Ko, U. K. Panchal, H. Andrade-Loarca, A. Mendez-Vazquez. CoShNet: A Hybird Complex Valued Neural Network using Shearlets (arXiv:2208.06882)
H. Boche, A. Fono and G. Kutyniok. Non-Computability of the Pseudoinverse on Digital Computers (arXiv:2212.02940)