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12/01/2020
A Parallel Direct Eigensolver for Sequences of Hermitian Eigenvalue Problems with No Tridiagonalization
In this paper, a Parallel Direct Eigensolver for Sequences of Hermitian ...
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08/05/2020
A parallel structured divide-and-conquer algorithm for symmetric tridiagonal eigenvalue problems
In this paper, a parallel structured divide-and-conquer (PSDC) eigensolv...
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07/23/2019
Heavy-ball Algorithms Always Escape Saddle Points
Nonconvex optimization algorithms with random initialization have attrac...
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06/16/2018
A New High Performance and Scalable SVD algorithm on Distributed Memory Systems
This paper introduces a high performance implementation of Zolo-SVD algo...
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12/22/2016