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Georgios Pavlidis

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#machine learning Preprint Sep 2026

Prescriptive SVD-Inspired Attention via Spectral Energy Retention

The results support SVDA as an intrinsically interpretable attention mechanism whose learned spectrum exposes an operational coordinate system for deterministic and verifiable modification of attention-score formation.

Vasileios Arampatzakis, Vasileios Sevetlidis, Georgios Pavlidis · 0 citations

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