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Sharp edge, vertex, and mixed Cheeger type inequalities for finite Markov kernels
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Ravi Montenegro, University of Massachusetts Lowell |
Abstract
We show how the evolving set methodology of Morris and Peres can be used to show Cheeger inequalities for bounding the spectral gap of a finite Markov kernel. This leads to sharp versions of several previous Cheeger inequalities, including ones involving edge-expansion, vertex-expansion, and mixtures of both. A bound on the smallest eigenvalue also follows.
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Full text: PDF
Pages: 377-389
Published on: October 14, 2007
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Electronic Communications in Probability. ISSN: 1083-589X |
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