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Functional Diffusion Maps

Published in arXiv (Cornell University) • Apr 27, 2023
NobleIDNI6P68W72R38S16
Authors:
María Barroso
,
Carlos María Alaíz
,
Ángela Muñoz Fernández

Abstract

Nowadays many real-world datasets can be considered as functional, in the sense that the processes which generate them are continuous. A fundamental property of this type of data is that in theory they belong to an infinite-dimensional space. Although in practice we usually receive finite observatio...

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