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Quantum-train: Rethinking hybrid quantum-classical machine learning in the model com- pression perspective.Quantum Machine Intelligence, 7(2):80, 2025

Chen-Yu Liu, En-Jui Kuo, Chu-Hsuan Abraham Lin, Jason Gemsun Young, Yeong-Jar Chang, Min-Hsiu Hsieh, Hsi-Sheng Goan · 2025

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Zero-shot Quantum Neural Architecture Search

quant-ph · 2026-05-12 · unverdicted · novelty 5.0

MZeQAS accelerates quantum architecture search for VQAs by replacing full training of candidates with a zero-shot performance estimate derived from QNTK Gram-matrix convergence.

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  • Zero-shot Quantum Neural Architecture Search quant-ph · 2026-05-12 · unverdicted · none · ref 41

    MZeQAS accelerates quantum architecture search for VQAs by replacing full training of candidates with a zero-shot performance estimate derived from QNTK Gram-matrix convergence.