21 citations · 83 across the 18 of their papers we have counts for
18 papers
The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research
Thomas Decker, Ralf Gross, Alexander Koebler +3
In this paper, we investigate the practical relevance of explainable artificial intelligence (XAI) with a special focus on the producing industries and relate them to the current s…
Quantum amplitude estimation with error mitigation for time-evolving probabilistic networks
M. C. Braun, T. Decker, N. Hegemann +3
We present a method to model a discretized time evolution of probabilistic networks on gate-based quantum computers. We consider networks of nodes, where each node can be in one of…
Towards optimization under uncertainty for fundamental models in energy markets using quantum computers
M. C. Braun, T. Decker, N. Hegemann +2
We present a method to formulate the unit commitment problem in energy production as quadratic unconstrained binary optimization (QUBO) problem, which can be solved by classical al…
Error Resilient Quantum Amplitude Estimation from Parallel Quantum Phase Estimation
M. C. Braun, T. Decker, N. Hegemann +1
We show how phase and amplitude estimation algorithms can be parallelized. This can reduce the gate depth of the quantum circuits to that of a single Grover operator with a small o…
A Quantum Algorithm for the Sensitivity Analysis of Business Risks
M. C. Braun, T. Decker, N. Hegemann +2
We present a novel use case for quantum computation: the sensitivity analysis for a risk model used at Deutsche Börse Group. Such an analysis is computationally too expensive to pe…
An efficient quantum algorithm for finding hidden parabolic subgroups in the general linear group
Thomas Decker, Gábor Ivanyos, Raghav Kulkarni +2
In the theory of algebraic groups, parabolic subgroups form a crucial building block in the structural studies. In the case of general linear groups over a finite field , give…