Singular values of Gaussian matrices and permanent estimators

نویسندگان

  • Mark Rudelson
  • Ofer Zeitouni
چکیده

We present estimates on the small singular values of a class of matrices with independent Gaussian entries and inhomogeneous variance profile, satisfying a broad-connectedness condition. Using these estimates and concentration of measure for the spectrum of Gaussian matrices with independent entries, we prove that for a large class of graphs satisfying an appropriate expansion property, the Barvinok–Godsil-Gutman estimator for the permanent achieves sub-exponential errors with high probability.

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عنوان ژورنال:
  • Random Struct. Algorithms

دوره 48  شماره 

صفحات  -

تاریخ انتشار 2016