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06/06/2023
Generalized Pseudospectral Shattering and Inverse-Free Matrix Pencil Diagonalization
We present a randomized, inverse-free algorithm for producing an approxi...
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04/25/2023
Exact recovery for the non-uniform Hypergraph Stochastic Block Model
Consider the community detection problem in random hypergraphs under the...
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09/25/2022
Extreme singular values of inhomogeneous sparse random rectangular matrices
We develop a unified approach to bounding the largest and smallest singu...
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12/22/2021
Partial recovery and weak consistency in the non-uniform hypergraph Stochastic Block Model
We consider the community detection problem in sparse random hypergraphs...
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09/14/2019
A Generalized Randomized Rank-Revealing Factorization
We introduce a Generalized Randomized QR-decomposition that may be appli...
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12/15/2015