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Derandomizing Matrix Concentration Inequalities from Free Probability

Wang, Robert et al.
arXiv (OAI Expanded) · Papers
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15b5260b20combinatoricsdata-structures-and-algorithmsdiscrete-mathematicsprobability
Recently, sharp matrix concentration inequalities~\cite{BBvH23,BvH24} were developed using the theory of free probability. In this work, we design polynomial time deterministic algorithms to construct outcomes that satisfy the guarantees of these inequalities. As direct consequences, we obtain polyn
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