6 citations · 6 across the 2 of their papers we have counts for
2 papers
math.ST2019
TATi-Thermodynamic Analytics ToolkIt: TensorFlow-based software for posterior sampling in machine learning applications
Frederik Heber, Zofia Trstanova, Benedict Leimkuhler
With the advent of GPU-assisted hardware and maturing high-efficiency software platforms such as TensorFlow and PyTorch, Bayesian posterior sampling for neural networks becomes pla…
math.NA2016★ 6 cited
A CG-type method in Banach spaces with an application to computerized tomography
Frederik Heber, Frank Schöpfer, Thomas Schuster
Conjugate Gradient (CG) methods are one of the most effective iterative methods to solve linear equations in Hilbert spaces. So far, they have been inherently bound to these spaces…