Towards Large Scale Spectral Problems via Diffusion Process

© 2017 IEEE. Spectral methods refer to the problem of finding eigenvectors of an affinity matrix. Despite promising performance on revealing manifold structure, they are limited in its applicability to large-scale problems due to the high computational cost of eigendecomposition. Nyström method, as...

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Bibliographic Details
Main Authors: Li, Q., Liu, Wan-Quan, Li, Ling, Wang, R.
Format: Conference Paper
Published: 2017
Online Access:http://hdl.handle.net/20.500.11937/69318