Impact of Signal-to-Noise Ratio and Bandwidth on Graph Laplacian Spectrum From High-Dimensional Noisy Point Cloud
Author:
Affiliation:
1. Department of Statistics, University of California at Davis, Davis, CA, USA
2. Department of Mathematics and the Department of Statistical Science, Duke University, Durham, NC, USA
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Library and Information Sciences,Computer Science Applications,Information Systems
Link
http://xplorestaging.ieee.org/ielx7/18/10046300/09927456.pdf?arnumber=9927456
Reference64 articles.
1. Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices
2. From graph to manifold Laplacian: The convergence rate
3. Accurate error bounds for the eigenvalues of the kernel matrix;braun;J Mach Learn Res,2006
4. Recovering Hidden Components in Multimodal Data with Composite Diffusion Operators
5. THE SPECTRUM OF RANDOM INNER-PRODUCT KERNEL MATRICES
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