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Christoph Roch
Christoph Roch
PhD Student - LMU Munich
Verified email at ifi.lmu.de - Homepage
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Cited by
Year
A hybrid solution method for the capacitated vehicle routing problem using a quantum annealer
S Feld, C Roch, T Gabor, C Seidel, F Neukart, I Galter, W Mauerer, ...
Frontiers in ICT 6, 13, 2019
892019
The holy grail of quantum artificial intelligence: major challenges in accelerating the machine learning pipeline
T Gabor, L Sünkel, F Ritz, T Phan, L Belzner, C Roch, S Feld, ...
Proceedings of the IEEE/ACM 42nd International Conference on Software …, 2020
172020
„A hybrid solution method for the capacitated vehicle routing problem using a quantum annealer “Front
S Feld, C Roch, T Gabor, C Seidel, F Neukart, I Galter, W Mauerer, ...
ICT 6 (13), 10.3389, 2019
82019
A flexible pipeline for the optimization of CSG trees
M Friedrich, C Roch, S Feld, C Hahn, PA Fayolle
arXiv preprint arXiv:2008.03674, 2020
72020
A quantum annealing algorithm for finding pure Nash equilibria in graphical games
C Roch, T Phan, S Feld, R Müller, T Gabor, C Hahn, C Linnhoff-Popien
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
62020
The capacitated vehicle routing problem: A hybrid solution method using a quantum annealer
C Roch, S Langer
Digitale Welt 3, 30-33, 2019
62019
Cross entropy hyperparameter optimization for constrained problem Hamiltonians applied to QAOA
C Roch, A Impertro, T Phan, T Gabor, S Feld, C Linnhoff-Popien
2020 International Conference on Rebooting Computing (ICRC), 50-57, 2020
52020
Nash equilibria in multi-agent swarms
C Hahn, T Phan, S Feld, C Roch, F Ritz, A Sedlmeier, T Gabor, ...
Icaart: Proceedings of the 12Th International Conference on Agents and …, 2020
52020
Assessing solution quality of 3SAT on a quantum annealing platform
T Gabor, S Zielinski, S Feld, C Roch, C Seidel, F Neukart, I Galter, ...
Quantum Technology and Optimization Problems: First International Workshop …, 2019
52019
Cross entropy optimization of constrained problem Hamiltonians for quantum annealing
C Roch, A Impertro, C Linnhoff-Popien
Computational Science–ICCS 2021: 21st International Conference, Krakow …, 2021
42021
Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines
T Müller, C Roch, K Schmid, P Altmann
arXiv preprint arXiv:2109.10900, 2021
12021
The UQ Platform: A Unifed Approach To Q uantum Annealing
T Gabor, S Zielinski, C Roch, S Feld, C Linnhoff-Popien
2020 5th International Conference on Computer and Communication Systems …, 2020
12020
Approximating Archetypal Analysis Using Quantum Annealing.
S Feld, C Roch, K Geirhos, T Gabor
ESANN, 292-296, 2020
12020
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning
T Phan, T Gabor, R Müller, C Roch, C Linnhoff-Popien
arXiv preprint arXiv:1907.05861, 2019
12019
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training
P Altmann, L Sünkel, J Stein, T Müller, C Roch, C Linnhoff-Popien
arXiv preprint arXiv:2301.02601, 2023
2023
Modifying the quantum-assisted genetic algorithm
T Gabor, M Lachner, N Kraus, C Roch, J Stein, D Ratke, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
2022
Optimization of QKD Networks with Classical and Quantum Annealing
B Godar, C Roch, J Stein, M Geitz, B Lehmann, M Gunkel, V Fürst, ...
arXiv preprint arXiv:2206.14109, 2022
2022
Black Box Optimization Using QUBO and the Cross Entropy Method
J Nüßlein, C Roch, T Gabor, C Linnhoff-Popien, S Feld
arXiv preprint arXiv:2206.12510, 2022
2022
A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem
C Roch, D Winderl, C Linnhoff-Popien, S Feld
Innovations for Community Services: 22nd International Conference, I4CS 2022 …, 2022
2022
A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games
C Roch, SL Castillo, C Linnhoff-Popien
2022 IEEE 19th International Conference on Software Architecture Companion …, 2022
2022
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