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What's the reason to use Singular Value Decomposition instead io $(A^TA)^{-1}A^T$ for pseudo inverse?

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#matrix-equations #numerical-linear-algebra #svd #pseudoinverse
60
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Minimum singular value of sum of rotations

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#linear-algebra #inequality #reference-request #svd #orthogonal-matrices
57
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Number of solutions of $X^\top X = B^\top B$

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#linear-algebra #matrix-equations #svd
145
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Computation of $k$ dominant right singular vectors without SVD computation

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#linear-algebra #numerical-linear-algebra #svd #singular-values
377
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Every real matrix $A$ is the linear combination of $4$ orthogonal matrices

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#linear-algebra #svd #orthogonal-matrices
941
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Dimensions of $U$ in SVD

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#matrices #svd
337
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Norm of a matrix and its rank-1 approximation

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#matrices #normed-spaces #svd
168
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Understanding singular value decomposition example

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#matrix-decomposition #svd #octave
191
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SVD and PCA - help

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#matrices #svd #data-analysis #principal-component-analysis
75
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Gradient of Rotation matrix estimated via SVD, wrt parameters

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#calculus #linear-algebra #svd
1.2k
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Rank of covariance matrix

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#matrix-rank #covariance #svd
161
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Model reduction of estimated state space models - System identification

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#control-theory #svd #optimal-control #linear-control #system-identification
29
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Rows of V in reduced SVD with norm 1

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#svd
53
Views

truncation degree of decomposed covariance matrix

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#covariance #svd
491
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Can we choose smoothly the singular vectors of a matrix?

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#differential-topology #svd #perturbation-theory #orthogonal-matrices #singular-values

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