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This paper proposes a novel framework for manifold-valued regression and establishes its consistency as well as its contraction rate.
The self-intersections of a smooth n n -manifold in 2 n 2n -space
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N. I. Fisher, T. Lewis, and B. J. J. Embleton · 1993
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A. Bhattacharya and R. Bhattacharya · 2012
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Simple geodesic regression for image time-series
Y. Hong, Y. Shi, M. Styner, M. Sanchez, and M. Niethammer · 2012
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M.-Y. Cheng and H.-T. Wu · 2013
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Geodesic shape regression in the framework of currents
J. Fishbaugh, M. Prastawa, G. Gerig, and S. Durrleman · 2013
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Geodesic regression and the theory of least squares on riemannian manifolds
P. T. Fletcher · 2013
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