Fixed Point Laplacian Mapping: A Geometrically Correct Manifold Learning Algorithm

Dimensionality reduction (DR) and manifold learning (ManL) have been applied extensively in many machine learning tasks, including computer vision, image analysis and pattern recognition just to name a few. However, the geometrical correctness of DR and ManL models learning results is largely neglec...

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Bibliographic Details

Published in:	Proceedings of ... International Joint Conference on Neural Networks pp. 1 - 9
Main Authors:	Shi, Dai, Han, Andi, Guo, Yi, Gao, Junbin
Format:	Conference Proceeding
Language:	English
Published:	IEEE 18.06.2023
Subjects:	Computational modeling Computer vision Graph neural networks Image analysis Laplace equations Manifold learning Manifolds
ISSN:	2161-4407
Online Access:	Get full text
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