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.
This null result for unsupervised stability provides valuable insights
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Geometric Stability: The Missing Axis of Representations
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.