License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
When quoting this document, please refer to the following
DOI: 10.4230/LIPIcs.ESA.2021.75
URN: urn:nbn:de:0030-drops-146562
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2021/14656/
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Pelleg, Eden ; Živný, Stanislav

Additive Sparsification of CSPs

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LIPIcs-ESA-2021-75.pdf (0.8 MB)

Abstract

Multiplicative cut sparsifiers, introduced by Benczúr and Karger [STOC'96], have proved extremely influential and found various applications. Precise characterisations were established for sparsifiability of graphs with other 2-variable predicates on Boolean domains by Filtser and Krauthgamer [SIDMA'17] and non-Boolean domains by Butti and Živný [SIDMA'20].
Bansal, Svensson and Trevisan [FOCS'19] introduced a weaker notion of sparsification termed "additive sparsification", which does not require weights on the edges of the graph. In particular, Bansal et al. designed algorithms for additive sparsifiers for cuts in graphs and hypergraphs.
As our main result, we establish that all Boolean Constraint Satisfaction Problems (CSPs) admit an additive sparsifier; that is, for every Boolean predicate P:{0,1}^k → {0,1} of a fixed arity k, we show that CSP(P)} admits an additive sparsifier. Under our newly introduced notion of all-but-one sparsification for non-Boolean predicates, we show that CSP(P)} admits an additive sparsifier for any predicate P:D^k → {0,1} of a fixed arity k on an arbitrary finite domain D.

BibTeX - Entry

@InProceedings{pelleg_et_al:LIPIcs.ESA.2021.75,
  author =	{Pelleg, Eden and \v{Z}ivn\'{y}, Stanislav},
  title =	{{Additive Sparsification of CSPs}},
  booktitle =	{29th Annual European Symposium on Algorithms (ESA 2021)},
  pages =	{75:1--75:15},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-204-4},
  ISSN =	{1868-8969},
  year =	{2021},
  volume =	{204},
  editor =	{Mutzel, Petra and Pagh, Rasmus and Herman, Grzegorz},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2021/14656},
  URN =		{urn:nbn:de:0030-drops-146562},
  doi =		{10.4230/LIPIcs.ESA.2021.75},
  annote =	{Keywords: additive sparsification, graphs, hypergraphs, minimum cuts}
}

Keywords: additive sparsification, graphs, hypergraphs, minimum cuts
Collection: 29th Annual European Symposium on Algorithms (ESA 2021)
Issue Date: 2021
Date of publication: 31.08.2021

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