Marius Krumm, PhD

More Information

• FLD Research Documentation

  Publications 2024

  Contributions to Books / Journals

  Journal Article (Original Paper)

  • 
    Flamini, F.; Krumm, M.; Fiderer, L.; Müller, T.; Briegel, Hans J. (2024): Reinforcement learning and decision making via single-photon quantum walks.
    In: Quantum Science and Technology 9/4, No. 045011. (DOI) (Web link)
    
    
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    Flamini, F.; Krumm, M.; Fiderer, L.; Müller, T.; Briegel, Hans J. (2024): Towards interpretable quantum machine learning via single-photon quantum walks.
    In: Quantum Science and Technology 9/4. (DOI) (Web link)
    
    

  Other Publications

  Electronic Publication (Preprint)

  • 
    LeMaitre, P.; Krumm, M.; Briegel, Hans J. (2024): Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias. (Web link)
    
    

  
  
  

  Lectures 2024

  Presentations at Conferences, Symposia, etc.

  Conference Lecture (Upon Registration)

  • 
    Lecturer(s): Krumm, M. Co-author(s): Briegel, H. J.: PSeudocode Projective Simulation (PS^2).
    87. Jahrestagung der DPG und DPG-Frühjahrstagung, Berlin, 2024-03-20. (Web link)
    
    
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    Lecturer(s): Smith, I. Co-author(s): Krumm, M.; Fiderer, L.J.; Poulsen Nautrup, H; Briegel, H.J.: The Min-Entropy of Classical-Quantum Combs for Measurement-Based Applications.
    87. Jahrestagung der DPG und DPG-Frühjahrstagung, Berlin, 2024-03-21. (Web link)
    
    

  Guest Lectures

  Guest Lecture

  • 
    Lecturer(s): Krumm, M.: The min-entropy of classical-quantum combs for measurement-based applications.
    Universidad Complutense de Madrid / Complutense University of Madrid / Universität Complutense Madrid, Madrid, 2024-02-23.
    
    
  • 
    Lecturer(s): Krumm, M.: Towards explainable (quantum) machine learning.
    Universidad Complutense de Madrid / Complutense University of Madrid / Universität Complutense Madrid, Madrid, 2024-02-21.
    
    
  • 
    Lecturer(s): Krumm, M.: Towards explainable (quantum) machine learning.
    CUNEF Universidad, Madrid, 2024-02-20.
    
    

  
  
  

  Publications 2023

  Contributions to Books / Journals

  Journal Article (Original Paper)

  • 
    Krumm, M.; Müller, M. P. (2023): Is There a Sensible Definition of Computational Sourcehood?
    In: Entropy 25/6, No. 903. (DOI) (Web link)
    
    
  • 
    Smith, I. D.; Krumm, M.; Fiderer, L. J.; Poulsen Nautrup, H.; Briegel, H. J. (2023): The Min-Entropy of Classical-Quantum Combs for Measurement-Based Applications.
    In: Quantum. The Open Journal for Quantum Science 7, Nr. 1206. (DOI) (Web link)
    
    

  Other Publications

  Electronic Publication (Preprint)

  • 
    Majumder, A.; Krumm, M.; Radkohl, T.; Poulsen Nautrup, H.; Jerbi, S.; Briegel, Hans J. (2023): Variational measurement-based quantum computation for generative modeling. (DOI) (Web link)
    
    

  
  
  

  Lectures 2023

  Presentations at Conferences, Symposia, etc.

  Conference Lecture (Upon Registration)

  • 
    Lecturer(s): Krumm, M.: Reinforcement learning via single-photon quantum walks, and perspectives on explainable quantum machine learning.
    17th Granada Seminar on Machine Learning and Physics: Quantum, Classical and Applications, Granada, 2023-09-15. (Web link)
    
    
  • 
    Lecturer(s): Krumm, M.: Towards explainable quantum artificial intelligence.
    SFB BeyondC Autumn Workshop 2023, Innsbruck, 2023-09-11. (Web link)
    
    

  Lecture at Project Meeting / Research Cooperation Meeting

  • 
    Lecturer(s): Krumm, M.: Towards explainable quantum artificial intelligence.
    Workshop "Innsbruck-Konstanz meeting on physics and philosophy", Bregenz, 2023-09-19.
    
    

  Poster Presentation

  • 
    Lecturer(s): Flamini, F. Co-author(s): Krumm, M.; Fiderer, L.; Müller, T.; Briegel, Hans J.: Towards interpretable quantum machine learning via single-photon quantum walks.
    Workshop "Innsbruck-Konstanz meeting on physics and philosophy", Bregenz, 2023-09-18.
    
    

  
  
  

  Publications 2022

  Contributions to Books / Journals

  Journal Article (Original Paper)

  • 
    Baumann, V.; Krumm, M.; Guérin, P.A.; Brukner, Č. (2022): Noncausal Page-Wootters circuits.
    In: Physical Review Research 4/1, No. 013180. (DOI) (Web link)
    
    

  Other Publications

  Electronic Publication (Preprint)

  • 
    Krumm, M.; Allard Guérin, P.; Zauber, T.; Brunker, Č. (2022): Quantum teleportation of quantum causal structures. (Web link)
    
    

  
  
  

  Lectures 2022

  Presentations at Conferences, Symposia, etc.

  Conference Lecture (Upon Registration)

  • 
    Lecturer(s): Smith, I. Co-author(s): Krumm, Marius; Fiderer, Lukas; Nautrup, Hendrik Poulsen; Briegel, Hans: A Quantum Causal Perspective of Measurement-Based Quantum Computation.
    Quantum Physics and Logic 2022, Oxford, 2022-06-30. (Web link)
    
    

  Poster Presentation

  • 
    Lecturer(s): Krumm, M.: Quantum information processing with quantum causal structures.
    5th Seefeld Workshop on Quantum Information, Seefeld, 2022-06-28. (Web link)
    
    
  • 
    Lecturer(s): Krumm, M.: Quantum information protocols within quantum causal structures.
    5th Seefeld Workshop on Quantum Information, Seefeld, 2022-06-28. (Web link)