Christoph Roch, M.Sc.

Christoph Roch, M.Sc.

Lehrstuhl für Mobile und Verteilte Systeme

Ludwig-Maximilians-Universität München, Institut für Informatik

Oettingenstraße 67
80538 München

Raum G 004

Telefon: +49 89 / 2180-9664

Fax: +49 89 / 2180-9148

Mail: christoph.roch@ifi.lmu.de

Research Interests

  • Quantum Computing
  • Optimization Problems

Publications

2020

  • T. Gabor, L. Suenkel, F. Ritz, L. Belzner, C. Roch, S. Feld, and C. Linnhoff-Popien, "The Holy Grail of Quantum Artificial Intelligence: Challenges in Accelerating the Machine Learning Pipeline," in Accepted at the 1st International Workshop on Quantum Software Engineering (QSE at ICSE), 2020.
    [BibTeX]
    @InProceedings{gabor2020the,
    author = {Thomas Gabor and Leo Suenkel and Fabian Ritz and Lenz Belzner and Christoph Roch and Sebastian Feld and Claudia Linnhoff-Popien},
    title = {The Holy Grail of Quantum Artificial Intelligence: Challenges in Accelerating the Machine Learning Pipeline},
    booktitle = {Accepted at the 1st International Workshop on Quantum Software Engineering (QSE at ICSE)},
    year = {2020},
    owner = {tgabor},
    }
  • S. Feld, C. Roch, K. Geirhos, and T. Gabor, "Approximating Archetypal Analysis Using Quantum Annealing," in Accepted at the 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2020), 2020.
    [BibTeX]
    @InProceedings{feld2020approximating,
    author = {Sebastian Feld and Christoph Roch and Katja Geirhos and Thomas Gabor},
    title = {Approximating Archetypal Analysis Using Quantum Annealing},
    booktitle = {Accepted at the 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2020)},
    year = {2020},
    owner = {sfeld},
    }
  • C. Hahn, T. Phan, S. Feld, C. Roch, F. Ritz, A. Sedlmeier, T. Gabor, and C. Linnhoff-Popien, "Nash Equilibria in Multi-Agent Swarms," in 12th International Conference on Agents and Artificial Intelligence (ICAART 2020), 2020.
    [BibTeX]
    @InProceedings{hahn2020nash,
    author = {Carsten Hahn and Thomy Phan and Sebastian Feld and Christoph Roch and Fabian Ritz and Andreas Sedlmeier and Thomas Gabor and Claudia Linnhoff-Popien},
    title = {Nash Equilibria in Multi-Agent Swarms},
    booktitle = {12th International Conference on Agents and Artificial Intelligence (ICAART 2020)},
    year = {2020},
    owner = {chahn},
    }
  • S. Feld, C. Roch, T. Gabor, M. To, and C. Linnhoff-Popien, "The Dynamic Time Warping Distance Measure as QUBO Formulation," in IEEE 5th International Conference on Computer and Communication Systems (ICCCS 2020), 2020.
    [BibTeX]
    @inproceedings{feld2020DTWQubo,
    title={The Dynamic Time Warping Distance Measure as QUBO Formulation},
    author={Sebastian Feld and Christoph Roch and Thomas Gabor and M. To and Claudia Linnhoff-Popien},
    booktitle={IEEE 5th International Conference on Computer and Communication Systems (ICCCS 2020)},
    year={2020},
    organization={IEEE}
    }
  • T. Gabor, S. Zielinski, C. Roch, S. Feld, and C. Linnhoff-Popien, "The UQ Platform: A Unified Approach To Quantum Annealing," in IEEE 5th International Conference on Computer and Communication Systems (ICCCS 2020), 2020.
    [BibTeX]
    @inproceedings{gabor2020UQ,
    title={The UQ Platform: A Unified Approach To Quantum Annealing},
    author={Thomas Gabor and Sebastian Zielinski and Christoph Roch and Sebastian Feld and Claudia Linnhoff-Popien},
    booktitle={IEEE 5th International Conference on Computer and Communication Systems (ICCCS 2020)},
    year={2020},
    organization={IEEE}
    }

2019

  • R. Müller, S. Langer, F. Ritz, C. Roch, S. Illium, and C. Linnhoff-Popien, "Soccer Team Vectors," arXiv preprint arXiv:1908.00698, 2019.
    [BibTeX]
    @article{mueller2019steve,
    title={Soccer Team Vectors},
    author={M{\"u}ller, Robert and Langer, Stefan and Ritz, Fabian and Roch, Christoph and Illium, Steffen and Linnhoff-Popien, Claudia},
    journal={arXiv preprint arXiv:1908.00698},
    year={2019}
    }
  • C. Roch and S. Langer, "The Capacitated Vehicle Routing Problem," Digitale Welt, vol. 3, iss. 2, pp. 30-33, 2019.
    [BibTeX]
    @article{roch2019capacitated,
    title={The Capacitated Vehicle Routing Problem},
    author={Roch, Christoph and Langer, Stefan},
    journal={Digitale Welt},
    volume={3},
    number={2},
    pages={30--33},
    year={2019},
    publisher={Springer}
    }
  • T. Gabor, S. Zielinski, S. Feld, C. Roch, C. Seidel, F. Neukart, I. Galter, W. Mauerer, and C. Linnhoff-Popien, "Assessing Solution Quality of 3SAT on a Quantum Annealing Platform," in 1st International Workshop on Quantum Technology and Optimization Problems (QTOP 2019), 2019, pp. 23-35.
    [BibTeX]
    @InProceedings{gabor2019assessing,
    author = {Gabor, Thomas and Zielinski, Sebastian and Feld, Sebastian and Roch, Christoph and Seidel, Christian and Neukart, Florian and Galter, Isabella and Mauerer, Wolfgang and Linnhoff-Popien, Claudia},
    title = {Assessing Solution Quality of 3SAT on a Quantum Annealing Platform},
    booktitle = {1st International Workshop on Quantum Technology and Optimization Problems (QTOP 2019)},
    year = {2019},
    pages = {23--35},
    publisher = {Springer},
    }
  • T. Phan, T. Gabor, R. Müller, C. Roch, and C. Linnhoff-Popien, "Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning," in 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 2019.
    [BibTeX]
    @InProceedings{Phan2019a,
    author = {Thomy Phan and Thomas Gabor and Robert Müller and Christoph Roch and Claudia Linnhoff-Popien},
    title = {Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning},
    booktitle = {28th International Joint Conference on Artificial Intelligence (IJCAI 2019)},
    year = {2019},
    __markedentry = {[gruttaue:6]},
    owner = {tphan},
    }
  • S. Feld, C. Roch, T. Gabor, C. Seidel, F. Neukart, I. Galter, W. Mauerer, and C. Linnhoff-Popien, "A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer," in Frontiers in ICT, 2019, pp. 1-13.
    [BibTeX]
    @InProceedings{feld2019hybrid,
    author = {Sebastian Feld and Christoph Roch and Thomas Gabor and Christian Seidel and Florian Neukart and Isabella Galter and Wolfgang Mauerer and Claudia Linnhoff-Popien},
    title = {A Hybrid Solution Method for the Capacitated Vehicle Routing Problem Using a Quantum Annealer},
    booktitle = {Frontiers in ICT},
    year = {2019},
    volume = {6},
    pages = {1--13},
    owner = {sfeld},
    }