Christoph Roch

According to our database1, Christoph Roch authored at least 25 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Anwendung und Optimierung eingeschränkter Hamiltonians.
PhD thesis, 2024

2023
Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans.
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.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Black Box Optimization Using QUBO and the Cross Entropy Method.
Proceedings of the Computational Science - ICCS 2023, 2023

SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022
Optimization of QKD Networks with Classical and Quantum Annealing.
CoRR, 2022

Black Box Optimization Using QUBO and the Cross Entropy Method.
CoRR, 2022

A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem.
Proceedings of the Innovations for Community Services - 22nd International Conference, 2022

A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games.
Proceedings of the IEEE 19th International Conference on Software Architecture Companion, 2022

Towards Multi-agent Reinforcement Learning using Quantum Boltzmann Machines.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Modifying the quantum-assisted genetic algorithm.
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.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
A Flexible Pipeline for the Optimization of CSG Trees.
CoRR, 2020

The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline.
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.
Proceedings of the International Conference on Rebooting Computing, 2020

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games.
Proceedings of the Computational Science - ICCS 2020, 2020

Nash Equilibria in Multi-Agent Swarms.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Approximating Archetypal Analysis Using Quantum Annealing.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

The U Q Platform: A U nifed Approach To Q uantum Annealing.
Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

The Dynamic Time Warping Distance Measure as Q U BO Formulation.
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.
Frontiers ICT, 2019

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games.
CoRR, 2019

Soccer Team Vectors.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2017
Assessing Solution Quality of 3SAT on a Quantum Annealing Platform.
Proceedings of the Quantum Technology and Optimization Problems, 2017


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