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4-Manifolds Applications in Machine Learning Kervaire Invariant Hyperbolic Manifolds Deformations Compact Manifolds Exterior Forms Infra-nilmanifolds
The arXiv paper details a Birkhoff‑polytope constraint that kept residual signals stable with modest training overhead.