Optimal Dynamic Subset Sampling: Theory and Applications

We study the fundamental problem of sampling independent events, called subset sampling. Specifically, consider a set of \(n\) events \(S=\{x_1, \ldots, x_n\}\), where each event \(x_i\) has an associated probability \(p(x_i)\). The subset sampling problem aims to sample a subset \(T \subseteq S\),...

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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Lu, Yi, Wang, Hanzhi, Wei, Zhewei
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 21.09.2023
Subjects:	Algorithms Data structures Evolution Lower bounds Maximization Optimization Sampling Social networks
ISSN:	2331-8422
Online Access:	Get full text
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