26 citations · 34 across the 8 of their papers we have counts for
3 papers · 1 filter
Turing meets Moore-Penrose: Computing the Pseudoinverse on Turing Machines
Holger Boche, Adalbert Fono, Gitta Kutyniok
The pseudoinverse of a matrix, a generalized notion of the inverse, is of fundamental importance in linear algebra and, thereby, in many different fields. Despite its proven existe…
Inverse Problems Are Solvable on Real Number Signal Processing Hardware
Holger Boche, Adalbert Fono, Gitta Kutyniok
Despite the success of Deep Learning (DL) serious reliability issues such as non-robustness persist. An interesting aspect is, whether these problems arise due to insufficient tool…
Limitations of Deep Learning for Inverse Problems on Digital Hardware
Holger Boche, Adalbert Fono, Gitta Kutyniok
Deep neural networks have seen tremendous success over the last years. Since the training is performed on digital hardware, in this paper, we analyze what actually can be computed…