21 citations · 83 across the 18 of their papers we have counts for
3 papers · 1 filter
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…