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Riemannian Simultaneous Inference for Tangent Vector Field Regression

Chang, Xiaotian et al.
arXiv (All) · Papers
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62g08machine-learningmethodology
We consider nonparametric tangent vector field regression on a Riemannian manifold without boundary. Because responses at different points lie in different tangent spaces, the proposed kernel estimator first parallel transports nearby responses to the target tangent space and then forms a volume-cor
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