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04/22/2022
Scalable symmetric Tucker tensor decomposition
We study the best low-rank Tucker decomposition of symmetric tensors, ad...
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11/11/2021
Space-time reduced-order modeling for uncertainty quantification
This work focuses on the space-time reduced-order modeling (ROM) method ...
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10/19/2020
Nearly sharp structured sketching for constrained optimization
In this work, we study a tensor-structured random sketching matrix to pr...
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09/11/2019