Analysis of Resparsification

May 26, 2016 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Jakub Pachocki arXiv ID 1605.08194 Category cs.DS: Data Structures & Algorithms Citations 4 Venue arXiv.org Last Checked 4 months ago
Abstract
We show that schemes for sparsifying matrices based on iteratively resampling rows yield guarantees matching classic 'offline' sparsifiers (see e.g. Spielman and Srivastava [STOC 2008]). In particular, this gives a formal analysis of a scheme very similar to the one proposed by Kelner and Levin [TCS 2013].
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