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Martins and Sonia Martin-Lopez and Miguel Gonzalez-Herraez , title =

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2026 1

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A Geometric Lens on Physics-Aligned Data Compression

cs.LG · 2026-06-02 · unverdicted · novelty 6.0

Develops a local tangent-space rate-distortion theory and eigenspace-overlap diagnostic showing when physics-aligned compression necessarily degrades standard fidelity due to misaligned sensitivity directions.

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  • A Geometric Lens on Physics-Aligned Data Compression cs.LG · 2026-06-02 · unverdicted · none · ref 53

    Develops a local tangent-space rate-distortion theory and eigenspace-overlap diagnostic showing when physics-aligned compression necessarily degrades standard fidelity due to misaligned sensitivity directions.