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Huan-Hsin Tseng

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#machine learning Preprint Sep 2026

Learning to Program Adaptive Non-Local Observables for Machine Learning

This work proposes QFWP-ANO, a novel architecture which employs a classical hypernetwork to dynamically program VQC parameters and/or non-local observables conditioned on each input, and establishes input-conditioned ANO as an effective approach for enhancing QNNs.

Yu-Ting Lee, Samuel Yen-Chi Chen, Huan-Hsin Tseng · 0 citations