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    STOC
    2010
    ACM
    269views Algorithms» more  STOC 2010»
    Approximations for the Isoperimetric and Spectral Profile of Graphs and Related Parameters
    13 years 8 months ago
    Approximations for the Isoperimetric and Spectral Profile of Graphs and Related Parameters
    Download  www.cs.princeton.edu
    The spectral profile of a graph is a natural generalization of the classical notion of its Rayleigh quotient. Roughly speaking, given a graph G, for each 0 < < 1, the spect...
    Prasad Raghavendra, David Steurer and Prasad Tetal...
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    UAI
    2003
    154views Artificial Intelligence» more  UAI 2003»
    Learning Generative Models of Similarity Matrices
    13 years 6 months ago
    Learning Generative Models of Similarity Matrices
    Download  people.csail.mit.edu
    Recently, spectral clustering (a.k.a. normalized graph cut) techniques have become popular for their potential ability at finding irregularlyshaped clusters in data. The input to...
    Rómer Rosales, Brendan J. Frey
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