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Singular value decomposition for rectangular matrix

score 2k · Answer 1 · 2017-12-10 21:27:11

2k

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Singular value decomposition for rectangular matrix

Published on 10 Dec 2017 - 21:27

score 804 · Answer 2 · 2017-12-12 13:59:29

804

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Solving an underdetermined system by QR and SVD - is solution $x$ the same?

Published on 12 Dec 2017 - 13:59

score 443 · Answer 3 · 2017-12-13 15:42:35

443

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Least Squares Solution of $Ax = b$ using SVD of $A$ or SVD of $A^\top A$

Published on 13 Dec 2017 - 15:42

score 164 · Answer 4 · 2017-12-14 03:08:50

164

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Why do I multiply two matrices together to find their Rigid Body Transform Using SVD?

Published on 14 Dec 2017 - 3:08

score 884 · Answer 5 · 2017-12-17 19:28:31

884

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Why Singular Value Decomposition(SVD) has this specific form...

Published on 17 Dec 2017 - 19:28

score 466 · Answer 6 · 2017-12-19 15:24:05

466

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Find the line through the origin farthest to the points (1,1), (1,−1), and (−1,−1).

Published on 19 Dec 2017 - 15:24

score 268 · Answer 7 · 2017-12-19 20:23:40

268

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SVD rank k approximation: why is it sufficient to project the row vectors to approximate the matrix?

Published on 19 Dec 2017 - 20:23

score 242 · Answer 8 · 2017-12-24 05:35:33

242

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Stuck in deriving decomposition of essential matrix(background in computer vision needed)

Published on 24 Dec 2017 - 5:35

score 44 · Answer 9 · 2017-12-24 09:24:56

44

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Why $Vdiag(-1,-1,1)V^T$ represents a rotation through $180^\circ$ about $u_3$ provided that some matrix $E=Udiag(1,1,0)V^T$

Published on 24 Dec 2017 - 9:24

score 843 · Answer 10 · 2026-03-25 07:47:42

843

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Estimate a state space model by using Singular Value Decomposition

Published on 25 Mar 2026 - 7:47

score 912 · Answer 11 · 2026-03-27 18:00:02

912

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How To Prove Left Singular Vectors Are Orthogonal?

Published on 27 Mar 2026 - 18:00

score 37 · Answer 12 · 2018-01-01 00:37:17

37

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What's this QR for?

Published on 01 Jan 2018 - 0:37

score 1k · Answer 13 · 2018-01-07 01:05:43

1k

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Using SVD to get line of best fit, then using it to find angles

Published on 07 Jan 2018 - 1:05

score 801 · Answer 14 · 2018-01-10 10:03:27

801

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Vector norm and maximum and minimum singular value decomposition relationship

Published on 10 Jan 2018 - 10:03

score 255.1k · Answer 15 · 2026-03-25 22:02:42

255.1k

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What is the intuitive relationship between SVD and PCA?

Published on 25 Mar 2026 - 22:02

List Question

Singular value decomposition for rectangular matrix

Solving an underdetermined system by QR and SVD - is solution $x$ the same?

Least Squares Solution of $Ax = b$ using SVD of $A$ or SVD of $A^\top A$

Why do I multiply two matrices together to find their Rigid Body Transform Using SVD?

Why Singular Value Decomposition(SVD) has this specific form...

Find the line through the origin farthest to the points (1,1), (1,−1), and (−1,−1).

SVD rank k approximation: why is it sufficient to project the row vectors to approximate the matrix?

Stuck in deriving decomposition of essential matrix(background in computer vision needed)

Why $Vdiag(-1,-1,1)V^T$ represents a rotation through $180^\circ$ about $u_3$ provided that some matrix $E=Udiag(1,1,0)V^T$

Estimate a state space model by using Singular Value Decomposition

How To Prove Left Singular Vectors Are Orthogonal?

What's this QR for?

Using SVD to get line of best fit, then using it to find angles

Vector norm and maximum and minimum singular value decomposition relationship

What is the intuitive relationship between SVD and PCA?

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