Assessing Solution Quality of 3SAT on a Quantum Annealing Platform. - Thomas Gabor; Sebastian Zielinski; Sebastian Feld; Christoph Roch; Christian Seidel; Florian Neukart; Isabella Galter; Wolfgang Mauerer; Claudia Linnhoff-Popien (QTOP@NetSys, 2017)

Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. - Thomy Phan; Thomas Gabor; Robert Müller 005; Christoph Roch; Claudia Linnhoff-Popien (IJCAI, 2019)

Soccer Team Vectors. - Robert Müller 005; Stefan Langer; Fabian Ritz; Christoph Roch; Steffen Illium; Claudia Linnhoff-Popien (PKDD/ECML Workshops (2), 2019)

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. - Christoph Roch; Thomy Phan; Sebastian Feld; Robert Müller 005; Thomas Gabor; Claudia Linnhoff-Popien (CoRR, 2019)

A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer. - Sebastian Feld; Christoph Roch; Thomas Gabor; Christian Seidel; Florian Neukart; Isabella Galter; Wolfgang Mauerer; Claudia Linnhoff-Popien (Frontiers ICT, 2019)

The Dynamic Time Warping Distance Measure as Q U BO Formulation. - Sebastian Feld; Christoph Roch; Thomas Gabor; Xiao-Ting Michelle To; Claudia Linnhoff-Popien (ICCCS, 2020)

The U Q Platform: A U nifed Approach To Q uantum Annealing. - Thomas Gabor; Sebastian Zielinski; Christoph Roch; Sebastian Feld; Claudia Linnhoff-Popien (ICCCS, 2020)

Approximating Archetypal Analysis Using Quantum Annealing. - Sebastian Feld; Christoph Roch; Katja Geirhos; Thomas Gabor (ESANN, 2020)

Nash Equilibria in Multi-Agent Swarms. - Carsten Hahn; Thomy Phan; Sebastian Feld; Christoph Roch; Fabian Ritz; Andreas Sedlmeier; Thomas Gabor; Claudia Linnhoff-Popien (ICAART (1), 2020)

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. - Christoph Roch; Thomy Phan; Sebastian Feld; Robert Müller 005; Thomas Gabor; Carsten Hahn; Claudia Linnhoff-Popien (ICCS (6), 2020)

Cross Entropy Hyperparameter Optimization for Constrained Problem Hamiltonians Applied to QAOA. - Christoph Roch; Alexander Impertro; Thomy Phan; Thomas Gabor; Sebastian Feld; Claudia Linnhoff-Popien (ICRC, 2020)

The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. - Thomas Gabor; Leo Sünkel; Fabian Ritz; Thomy Phan; Lenz Belzner; Christoph Roch; Sebastian Feld; Claudia Linnhoff-Popien (ICSE (Workshops), 2020)

A Flexible Pipeline for the Optimization of CSG Trees. - Markus Friedrich 001; Christoph Roch; Sebastian Feld; Carsten Hahn; Pierre-Alain Fayolle (CoRR, 2020)

Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing. - Christoph Roch; Alexander Impertro; Claudia Linnhoff-Popien (ICCS (6), 2021)

Modifying the quantum-assisted genetic algorithm. - Thomas Gabor; Michael Lachner; Nico Kraus; Christoph Roch; Jonas Stein 001; Daniel Ratke; Claudia Linnhoff-Popien (GECCO Companion, 2022)

Towards Multi-agent Reinforcement Learning using Quantum Boltzmann Machines. - Tobias Müller; Christoph Roch; Kyrill Schmid; Philipp Altmann (ICAART (1), 2022)

A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games. - Christoph Roch; Santiago Londoño Castillo; Claudia Linnhoff-Popien (ICSA Companion, 2022)

A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem. - Christoph Roch; David Winderl; Claudia Linnhoff-Popien; Sebastian Feld (I4CS, 2022)

Black Box Optimization Using QUBO and the Cross Entropy Method. - Jonas Nüßlein; Christoph Roch; Thomas Gabor; Claudia Linnhoff-Popien; Sebastian Feld (CoRR, 2022)

Optimization of QKD Networks with Classical and Quantum Annealing. - Bob Godar; Christoph Roch; Jonas Stein 001; Marc Geitz; Bettina Lehmann; Matthias Gunkel; Volker Fürst; Fred Hofmann (CoRR, 2022)

SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training. - Philipp Altmann; Leo Sünkel; Jonas Stein 001; Tobias Müller; Christoph Roch; Claudia Linnhoff-Popien (ICAART (3), 2023)

Black Box Optimization Using QUBO and the Cross Entropy Method. - Jonas Nüßlein; Christoph Roch; Thomas Gabor; Jonas Stein 001; Claudia Linnhoff-Popien; Sebastian Feld (ICCS (5), 2023)

Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines. - Daniëlle Schuman; Leo Sünkel; Philipp Altmann; Jonas Stein 001; Christoph Roch; Thomas Gabor; Claudia Linnhoff-Popien (QCE, 2023)

Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans. - Leo Sünkel; Darya Martyniuk; Julia J. Reichwald; Andrei Morariu; Raja Havish Seggoju; Philipp Altmann; Christoph Roch; Adrian Paschke (QCE, 2023)

Anwendung und Optimierung eingeschränkter Hamiltonians. - Christoph Roch (2024)