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lie groups 1observable decomposition 1quantum machine learning 1quantum neural networks 1spectral analysis 1variational quantum circuits 1

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1 paper

quant-ph2026

Quasi-polar Decomposition of Quantum Neural Networks via Adaptive Non-local Observables

Shih-Hao Ho, Yan Li, Huan-Hsin Tseng +3

The paper proposes a Diagonal Adaptive Non‑local Observables (DANO) framework that decomposes variational quantum circuit observables into diagonal spectra and unitary bases, treat…