Cauchy-Lanczos Algorithm for Effective Dimension Reduction

The aim of dimension reduction techniques is to eliminate unnecessary information from extensive datasets, thereby enhancing the effectiveness of data analysis. Some linear dimension reduction techniques can be formulated using an appropriate pair of symmetric matrices. To identify the dimension of...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Xuansheng Wang, Linzhong Xia, Changwei Lv
Format: Article
Language:English
Published: IEEE 2025-01-01
Subjects:
Eigenvalue decomposition
dimension reduction
Cauchy interlace theorem
Lanczos algorithm
C-Lanczos algorithm
Online Access:https://ieeexplore.ieee.org/document/11005455/

Internet

https://ieeexplore.ieee.org/document/11005455/

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