The overlap gap property in principal submatrix recovery

Abstract We study support recovery for a $$k \times k$$ k × k principal submatrix with elevated mean $$\lambda /N$$ λ / N , hidden in an $$N\times N$$ N × N symmetric mean zero Gaussian matrix. Here $$\lambda >0$$ λ > 0 is a universal constant, and we assume $$k = N \rho $$ k = N ρ for some co...

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Bibliographic Details
Main Authors: Gamarnik, David (Author), Jagannath, Aukosh (Author), Sen, Subhabrata (Author)
Other Authors: Sloan School of Management (Contributor)
Format: Article
Language:English
Published: Springer Berlin Heidelberg, 2022-01-07T21:44:58Z.
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