Hierarchical quantum classifiers

• Efficient MPS representations and quantum circuits from the Fourier modes of classical image data

  2024 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  13

  citations
• Quantum-classical separations in shallow-circuit-based learning with and without noises

  2024 Communications Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

  9

  citations
• Enhancing quantum adversarial robustness by randomized encodings

  2024 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

  35

  citations
• Structural risk minimization for quantum linear classifiers

  2023 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  34

  citations
• Precise Image Generation on Current Noisy Quantum Computing Devices

  2023 RWTH Publications (RWTH Aachen) article Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• Quantum Angle Generator for Image Generation

  2022 IEEE/ACM Symposium on Edge Computing (SEC) conference-paper Computer Science Quantum Computing Algorithms and Architecture

  3

  citations
• QUANTUM MACHINE LEARNING FOR HEP DETECTOR SIMULATIONS

  2021 9th International Conference "Distributed Computing and Grid Technologies in Science and Education" conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

  6

  citations
• Layerwise learning for quantum neural networks

  2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

  320

  citations

8 results