Sascha Mücke

Computer Scientist. Musician. Composer.

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I am a research associate at the Lamarr Institute for Artificial Intelligence and Machine Learning, located at TU Dortmund University. Currently, I am doing my PhD in quantum computing, where I mainly work with combinatorial optimization problems, how they can be solved on quantum annealers, and their applications for machine learning. I am also particularly interested in non-gradient-based optimization methods such as evolutionary algorithms; as part of my master’s thesis, I implemented a quantum-inspired QUBO solver on an FPGA, which has since been patented.

In addition to my scientific activities, I am a passionate musician: For almost 20 years I have been a member in several choirs and vocal ensembles, currently in Bach-Chor Hagen, the Chamber Choir of TU Dortmund, the Bochum Provost Chamber Choir and the soloist ensemble Vokal Ruhr. My voice type is tenor. I also perform as a soloist. In addition, I occasionally compose my own music. In 2022, some of my pieces were published in a collection of contemporary organ music. Some recordings of my compositions can be found on my YouTube channel and on this website.

news

Jul 29, 2023 My new website just launched!

selected publications

2024

  1. On the effects of biased quantum random numbers on the initialization of artificial neural networks
    Raoul Heese, Moritz Wolter, Sascha Mücke, and 2 more authors
    Machine Learning, 2024

2023

  1. Shapley Values with Uncertain Value Functions
    Raoul Heese, Sascha Mücke, Matthias Jakobs, and 2 more authors
    In International Symposium on Intelligent Data Analysis, 2023
  2. Feature Selection on Quantum Computers
    Sascha Mücke, Raoul Heese, Sabine Müller, and 2 more authors
    Quantum Machine Intelligence, 2023
  3. Optimum-Preserving QUBO Parameter Compression
    Sascha Mücke, Thore Gerlach, and Nico Piatkowski
    arXiv preprint arXiv:2307.02195, 2023