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Spectral Geometry and Bosonic-Bloch Probes: Explorations in Quantum Learning

Ganguly, Santanu et al.
arXiv (All) · Papers
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artificial-intelligencequantum-physics
This paper studies how spectral geometry emerges in quantum learning models and how it can be diagnosed with physically grounded probes. In graph-regularized quantum networks, training reorganizes the output similarity graph, increases the effective spectral dimension Delta S = +0.23, and reshapes t
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