Christoph Roch

PhD thesis, 2024

2023

Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Black Box Optimization Using QUBO and the Cross Entropy Method.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2023, 2023

SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

Optimization of QKD Networks with Classical and Quantum Annealing.

[BibT_eX]

[DOI]

CoRR, 2022

Black Box Optimization Using QUBO and the Cross Entropy Method.

[BibT_eX]

[DOI]

Jonas Nüßlein

Thomas Gabor

CoRR, 2022

A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem.

[BibT_eX]

[DOI]

David Winderl

Proceedings of the Innovations for Community Services - 22nd International Conference, 2022

A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games.

[BibT_eX]

[DOI]

Santiago Londoño Castillo

Proceedings of the IEEE 19th International Conference on Software Architecture Companion, 2022

Towards Multi-agent Reinforcement Learning using Quantum Boltzmann Machines.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Modifying the quantum-assisted genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing.

[BibT_eX]

[DOI]

Alexander Impertro

Proceedings of the Computational Science - ICCS 2021, 2021

2020

A Flexible Pipeline for the Optimization of CSG Trees.

[BibT_eX]

[DOI]

CoRR, 2020

The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline.

[BibT_eX]

[DOI]

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Rebooting Computing, 2020

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2020, 2020

Nash Equilibria in Multi-Agent Swarms.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Approximating Archetypal Analysis Using Quantum Annealing.

[BibT_eX]

[DOI]

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

The U Q Platform: A U nifed Approach To Q uantum Annealing.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

The Dynamic Time Warping Distance Measure as Q U BO Formulation.

[BibT_eX]

[DOI]

Thomas Gabor

Xiao-Ting Michelle To

Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

2019

A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer.

[BibT_eX]

[DOI]

Frontiers ICT, 2019

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games.

[BibT_eX]

[DOI]

CoRR, 2019

Soccer Team Vectors.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2017

Assessing Solution Quality of 3SAT on a Quantum Annealing Platform.

[BibT_eX]

[DOI]