Christoph Roch

33 papers A* 1B 1C 1Misc 2Journal 13Unranked 14
YearRankTypeTitle / Venue / Authors
2024 — —
Anwendung und Optimierung eingeschränkter Hamiltonians.
Christoph Roch
2023 — conf
Black Box Optimization Using QUBO and the Cross Entropy Method.
ICCS (5)
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld
2023 Misc conf
Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans.
QCE
Leo Sünkel, Darya Martyniuk, Julia J. Reichwald, Andrei Morariu, Raja Havish Seggoju, Philipp Altmann, Christoph Roch, Adrian Paschke
2023 — conf
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training.
ICAART (3)
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
2023 J jnl
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training.
CoRR
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
2023 J jnl
The Effect of Penalty Factors of Constrained Hamiltonians on the Eigenspectrum in Quantum Annealing.
ACM Trans. Quantum Comput.
Christoph Roch, Daniel Ratke, Jonas Nüßlein, Thomas Gabor, Sebastian Feld
2023 Misc conf
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines.
QCE
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2023 J jnl
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines.
CoRR
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2022 — conf
A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games.
ICSA Companion
Christoph Roch, Santiago Londoño Castillo, Claudia Linnhoff-Popien
2022 C conf
A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem.
I4CS
Christoph Roch, David Winderl, Claudia Linnhoff-Popien, Sebastian Feld
2022 J jnl
Black Box Optimization Using QUBO and the Cross Entropy Method.
CoRR
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2022 — conf
Modifying the quantum-assisted genetic algorithm.
GECCO Companion
Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien
2022 J jnl
Optimization of QKD Networks with Classical and Quantum Annealing.
CoRR
Bob Godar, Christoph Roch, Jonas Stein, Marc Geitz, Bettina Lehmann, Matthias Gunkel, Volker Fürst, Fred Hofmann
2022 — conf
Towards Multi-agent Reinforcement Learning using Quantum Boltzmann Machines.
ICAART (1)
Tobias Müller, Christoph Roch, Kyrill Schmid, Philipp Altmann
2021 — conf
Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing.
ICCS (6)
Christoph Roch, Alexander Impertro, Claudia Linnhoff-Popien
2021 J jnl
Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines.
CoRR
Tobias Müller, Christoph Roch, Kyrill Schmid, Philipp Altmann
2020 J jnl
A Flexible Pipeline for the Optimization of CSG Trees.
CoRR
Markus Friedrich, Christoph Roch, Sebastian Feld, Carsten Hahn, Pierre-Alain Fayolle
2020 — conf
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games.
ICCS (6)
Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien
2020 B conf
Approximating Archetypal Analysis Using Quantum Annealing.
ESANN
Sebastian Feld, Christoph Roch, Katja Geirhos, Thomas Gabor
2020 — conf
Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA.
ICRC
Christoph Roch, Alexander Impertro, Thomy Phan, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
2020 — conf
Nash Equilibria in Multi-Agent Swarms.
ICAART (1)
Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien
2020 — conf
The Dynamic Time Warping Distance Measure as Q U BO Formulation.
ICCCS
Sebastian Feld, Christoph Roch, Thomas Gabor, Xiao-Ting Michelle To, Claudia Linnhoff-Popien
2020 — conf
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline.
ICSE (Workshops)
Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
2020 J jnl
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline.
CoRR
Thomas Gabor, Leo Sünkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
2020 — conf
The U Q Platform: A U nifed Approach To Q uantum Annealing.
ICCCS
Thomas Gabor, Sebastian Zielinski, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien
2019 J jnl
A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer.
Frontiers ICT
Sebastian Feld, Christoph Roch, Thomas Gabor, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien
2019 J jnl
A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games.
CoRR
Christoph Roch, Thomy Phan, Sebastian Feld, Robert Müller, Thomas Gabor, Claudia Linnhoff-Popien
2019 A* conf
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning.
IJCAI
Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
2019 J jnl
Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning.
CoRR
Thomy Phan, Thomas Gabor, Robert Müller, Christoph Roch, Claudia Linnhoff-Popien
2019 J jnl
Assessing Solution Quality of 3SAT on a Quantum Annealing Platform.
CoRR
Thomas Gabor, Sebastian Zielinski, Sebastian Feld, Christoph Roch, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien
2019 — conf
Soccer Team Vectors.
PKDD/ECML Workshops (2)
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
2019 J jnl
Soccer Team Vectors.
CoRR
Robert Müller, Stefan Langer, Fabian Ritz, Christoph Roch, Steffen Illium, Claudia Linnhoff-Popien
2017 — conf
Assessing Solution Quality of 3SAT on a Quantum Annealing Platform.
QTOP@NetSys
Thomas Gabor, Sebastian Zielinski, Sebastian Feld, Christoph Roch, Christian Seidel, Florian Neukart, Isabella Galter, Wolfgang Mauerer, Claudia Linnhoff-Popien