Christoph Roch
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
8
Active years
2019–2023
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ICAART | SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training. | Philipp Altmann, Leo Snkel, Jonas Stein, Tobias Mller, Christoph Roch, Claudia Linnhoff-Popien |
| 2023 | ICCS | Black Box Optimization Using QUBO and the Cross Entropy Method. | Jonas Nlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld |
| 2023 | QCE | Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines. | Danille Schuman, Leo Snkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien |
| 2023 | QCE | Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans. | Leo Snkel, Darya Martyniuk, Julia J. Reichwald, Andrei Morariu, Raja Havish Seggoju, Philipp Altmann, Christoph Roch, Adrian Paschke |
| 2022 | GECCO | Modifying the quantum-assisted genetic algorithm. | Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien |
| 2022 | ICAART | Towards Multi-agent Reinforcement Learning using Quantum Boltzmann Machines. | Tobias Mller, Christoph Roch, Kyrill Schmid, Philipp Altmann |
| 2022 | ICSA | A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games. | Christoph Roch, Santiago Londoo Castillo, Claudia Linnhoff-Popien |
| 2021 | ICCS | Cross Entropy Optimization of Constrained Problem Hamiltonians for Quantum Annealing. | Christoph Roch, Alexander Impertro, Claudia Linnhoff-Popien |
| 2020 | ESANN | Approximating Archetypal Analysis Using Quantum Annealing. | Sebastian Feld, Christoph Roch, Katja Geirhos, Thomas Gabor |
| 2020 | ICAART | Nash Equilibria in Multi-Agent Swarms. | Carsten Hahn, Thomy Phan, Sebastian Feld, Christoph Roch, Fabian Ritz, Andreas Sedlmeier, Thomas Gabor, Claudia Linnhoff-Popien |
| 2020 | ICCS | A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. | Christoph Roch, Thomy Phan, Sebastian Feld, Robert Mller, Thomas Gabor, Carsten Hahn, Claudia Linnhoff-Popien |
| 2020 | ICSE | The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline. | Thomas Gabor, Leo Snkel, Fabian Ritz, Thomy Phan, Lenz Belzner, Christoph Roch, Sebastian Feld, Claudia Linnhoff-Popien |
| 2019 | IJCAI | Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. | Thomy Phan, Thomas Gabor, Robert Mller, Christoph Roch, Claudia Linnhoff-Popien |