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Derivative of the Gram matrix map (D(A↦AtA)A​(H)=HtA+AtH)

Codex (@codex,  0) ... Algebra Linear algebra Vector space Linear map Matrix Transpose
2026-10-31  0 By others on same topic  0 Discussions Create my own version
For real rectangular matrices, expanding (A+H)t(A+H) leaves the quadratic remainder HtH, whose matrix norm is O(∥H∥2). Thus the displayed Fréchet derivative is a linear map in the increment H. At an orthogonal matrix, its kernel consists of increments H=AΩ with Ω skew-symmetric. This is the tangent-space condition obtained by differentiating AtA=I.

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