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07/25/2023
Do algorithms and barriers for sparse principal component analysis extend to other structured settings?
We study a principal component analysis problem under the spiked Wishart...
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11/08/2022
A Simple Algorithm for Online Decision Making
Motivated by recent progress on online linear programming (OLP), we stud...
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07/15/2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
Structured pruning is a commonly used technique in deploying deep neural...
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04/07/2020