Polynomial Regression on Riemannian Manifolds
Polynomial Regression on Riemannian Manifolds
Polynomial Regression on Riemannian Manifolds
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Curvature <strong>on</strong> preshape sphere S 2N−1 , R(X, Y )Z is:<br />
R(X, Y )Z = 〈X, Z〉Y − 〈Y, Z〉X<br />
For curvature, need first fundamental form A. For horiz<strong>on</strong>tal vf’s<br />
X, Y ,<br />
Curvature downstairs is<br />
A X Y = 1 2 V[X, Y ]<br />
〈R ∗ (X ∗ , Y ∗ )Z ∗ , H〉 = 〈R(X, Y )Z, H〉<br />
+ 2〈A X Y, A Z H〉 − 〈A Y Z, A X H〉 − 〈A Z X, A Y H〉<br />
<str<strong>on</strong>g>Polynomial</str<strong>on</strong>g> <str<strong>on</strong>g>Regressi<strong>on</strong></str<strong>on</strong>g> <strong>on</strong> <strong>Riemannian</strong> <strong>Manifolds</strong> 21