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Compute the mean shift direction ¯v= 1 np P j vj, its magnitude∥ ¯v∥

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cs.LG 1

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2026 1

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Geometric Stability: The Missing Axis of Representations

cs.LG · 2026-01-14 · unverdicted · novelty 7.0

Geometric stability via Shesha is a new independent axis of representational quality that detects compression damage missed by similarity metrics like CKA and ranks models differently for reliability.

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  • Geometric Stability: The Missing Axis of Representations cs.LG · 2026-01-14 · unverdicted · none · ref 34

    Geometric stability via Shesha is a new independent axis of representational quality that detects compression damage missed by similarity metrics like CKA and ranks models differently for reliability.