8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 8 cited
Variable-Input Deep Operator Networks
Michael Prasthofer, Tim De Ryck, Siddhartha Mishra
Existing architectures for operator learning require that the number and locations of sensors (where the input functions are evaluated) remain the same across all training and test…
math.NA2019
On the approximation of rough functions with deep neural networks
Tim De Ryck, Siddhartha Mishra, Deep Ray
Deep neural networks and the ENO procedure are both efficient frameworks for approximating rough functions. We prove that at any order, the ENO interpolation procedure can be cast…