The work establishes margin-verified certificates for physical alignment of residual Jacobian chains by bounding truncation errors and decomposing the Physical Alignment Matrix orthogonally under fitted effective-rank windows.
Proceedings of the 36th International Conference on Machine Learning , series =
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Geometric and Spectral Alignment for Deep Neural Network II
The work establishes margin-verified certificates for physical alignment of residual Jacobian chains by bounding truncation errors and decomposing the Physical Alignment Matrix orthogonally under fitted effective-rank windows.