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Daniel D. Scherer

Fraunhofer-IIS, Fraunhofer Institute for Integrated Circuits IIS, Division Positioning and Networks, Nuremberg, Germany

CutReg: A loss regularizer for enhancing the scalability of QML via adaptive circuit cutting

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Jun 17, 2025
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Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction

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Jun 13, 2025
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Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks

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Apr 04, 2025
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Benchmarking Quantum Reinforcement Learning

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Jan 27, 2025
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Fourier Analysis of Variational Quantum Circuits for Supervised Learning

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Nov 07, 2024
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Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization

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Oct 28, 2024
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Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule

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Apr 24, 2024
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Warm-Start Variational Quantum Policy Iteration

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Apr 16, 2024
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Comprehensive Library of Variational LSE Solvers

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Apr 15, 2024
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Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks

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Apr 09, 2024
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