The smallest eigenvalues of random kernel matrices: asymptotic results on the min kernel

DOI10.1016/J.SPL.2018.12.008zbMath1442.60008OpenAlexW2907258193MaRDI QIDQ1726910

Yin-Ting Liao, Chii-Ruey Hwang, Lo-Bin Chang, Lu-Jing Huang

Publication date: 20 February 2019

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2018.12.008

zbMATH Keywords

spacingkernel matrixsmallest eigenvaluesMIN kernel

Mathematics Subject Classification ID

Random matrices (probabilistic aspects) (60B20)

Cites Work

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• Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices
• The spectrum of kernel random matrices
• Random matrices: The distribution of the smallest singular values
• The smallest eigenvalue of a large dimensional Wishart matrix
• The distribution and moments of the smallest eigenvalue of a random matrix of Wishart type
• On the Eigenspectrum of the Gram Matrix and the Generalization Error of Kernel-PCA
• Limit Theorems for Random Partitions

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