20 citations · 24 across the 18 of their papers we have counts for
5 papers · 1 filter
FPGA-Placement via Quantum Annealing
Thore Gerlach, Stefan Knipp, David Biesner +3
Field-Programmable Gate Arrays (FPGAs) have asserted themselves as vital assets in contemporary computing by offering adaptable, reconfigurable hardware platforms. FPGA-based accel…
Efficient Light Source Placement using Quantum Computing
Sascha Mücke, Thore Gerlach
NP-hard problems regularly come up in video games, with interesting connections to real-world problems. In the game Minecraft, players place torches on the ground to light up dark…
Optimum-Preserving QUBO Parameter Compression
Sascha Mücke, Thore Gerlach, Nico Piatkowski
Quadratic unconstrained binary optimization (QUBO) problems are well-studied, not least because they can be approached using contemporary quantum annealing or classical hardware ac…
Shapley Values with Uncertain Value Functions
Raoul Heese, Sascha Mücke, Matthias Jakobs +2
We propose a novel definition of Shapley values with uncertain value functions based on first principles using probability theory. Such uncertain value functions can arise in the c…
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning
Raoul Heese, Thore Gerlach, Sascha Mücke +3
Methods of artificial intelligence (AI) and especially machine learning (ML) have been growing ever more complex, and at the same time have more and more impact on people's lives.…