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Researcher profile

Johannes Klepsch

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Practical overview of image classification with tensor-network quantum circuits

    2023 · Scientific Reports

    Circuit design for quantum machine learning remains a formidable challenge. Inspired by the applications of tensor networks across different fields and their novel presence in the classical machine learning context, one proposed method to design …

  2. Application-Oriented Benchmarking of Quantum Generative Learning Using QUARK

    2023

    Benchmarking of quantum machine learning (QML) algorithms is challenging due to the complexity and variability of QML systems, e. g., regarding model ansatzes, data sets, training techniques, and hyper-parameter selection. The QUantum computing Application benchmaRK …