Multivariate Intrinsic Local Polynomial Regression on Isometric Riemannian Manifolds: Applications to Positive Definite Data

The paper introduces a novel non-parametric Riemannian regression method using Isometric Riemannian Manifolds (IRMs). The proposed technique, Intrinsic Local Polynomial Regression on IRMs (ILPR-IRMs), enables global data mapping between Riemannian manifolds while preserving underlying geometries. Th...

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Hauptverfasser:	Reyes, Ronaldo García, Wang, Ying, Li, Min, Ortega, Marlis Ontiviero, Paz-Linares, Deirel, García, Lídice Galán, Sosa, Pedro Antonio Valdez
Format:	Artikel
Sprache:	eng
Schlagworte:	Statistics - Methodology
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