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12/30/2022
NISQ-ready community detection based on separation-node identification
The analysis of network structure is essential to many scientific areas,...
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08/31/2022
Characterizing Qubit Traffic of a Quantum Intranet aiming at Modular Quantum Computers
Quantum many-core processors are envisioned as the ultimate solution for...
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06/24/2022
Black Box Optimization Using QUBO and the Cross Entropy Method
Black box optimization (BBO) can be used to optimize functions whose ana...
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04/28/2022
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles
Quadratic unconstrained binary optimization (QUBO) can be seen as a gene...
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11/26/2020
Predictive Collision Management for Time and Risk Dependent Path Planning
Autonomous agents such as self-driving cars or parcel robots need to rec...
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08/09/2020
A Flexible Pipeline for the Optimization of CSG Trees
CSG trees are an intuitive, yet powerful technique for the representatio...
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08/09/2020
Accelerating Evolutionary Construction Tree Extraction via Graph Partitioning
Extracting a Construction Tree from potentially noisy point clouds is an...
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04/29/2020
Insights on Training Neural Networks for QUBO Tasks
Current hardware limitations restrict the potential when solving quadrat...
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04/29/2020
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline
We discuss the synergetic connection between quantum computing and artif...
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04/11/2020
Trajectory annotation using sequences of spatial perception
In the near future, more and more machines will perform tasks in the vic...
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04/11/2020
Bayesian Surprise in Indoor Environments
This paper proposes a novel method to identify unexpected structures in ...
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03/30/2020
Optimizing Geometry Compression using Quantum Annealing
The compression of geometry data is an important aspect of bandwidth-eff...
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03/15/2019
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games
We introduce Q-Nash, a quantum annealing algorithm for the NP-complete p...
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02/13/2019
Assessing Solution Quality of 3SAT on a Quantum Annealing Platform
When solving propositional logic satisfiability (specifically 3SAT) usin...
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01/25/2019
Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies
Decision making in multi-agent systems (MAS) is a great challenge due to...
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03/16/2017