流形学习：是什么，怎么做，为什么

Nov, 2023

流形学习：是什么，怎么做，为什么

Manifold learning: what, how, and why

Marina Meilă, Hanyu Zhang

TL;DRManifold learning is a set of methods to find the low dimensional structure of data, allowing visualization, de-noising, and interpretation, with a focus on statistical foundations and parameter choices.

Abstract

manifold learning (ML), known also as non-linear dimension reduction, is a set of methods to find the low dimensional structure of data. dimensio