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News/Bifurcations from Weight Space: JEPAWG on Parametric Dynamical Systems
arxiv
PublishedOctober 23, 2026 at 4:00 AM

Bifurcations from Weight Space: JEPAWG on Parametric Dynamical Systems

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arXiv:2610.30847v1 Announce Type: new Abstract: Trained network weights are increasingly treated as data, but there is rarely ground truth about what a population of models should encode, which hampers systematic validation of weight-space methods. This makes parametric dynamical systems a natural t

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