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  • 标题:Spectral Algorithms for Unique Games
  • 本地全文:下载
  • 作者:Alexandra Kolla
  • 期刊名称:Electronic Colloquium on Computational Complexity
  • 印刷版ISSN:1433-8092
  • 出版年度:2010
  • 卷号:2010
  • 出版社:Universität Trier, Lehrstuhl für Theoretische Computer-Forschung
  • 摘要:We present a new algorithm for Unique Games which is based on purely {\em spectral} techniques, in contrast to previous work in the area, which relies heavily on semidefinite programming (SDP). Given a highly satisfiable instance of Unique Games, our algorithm is able to recover a good assignment. The approximation guarantee depends only on the completeness of the game, and not on the alphabet size, while the running time depends on spectral properties of the {\em Label-Extended} graph associated with the instance of Unique Games.\In particular, we show how our techniques imply a quasi-polynomial time algorithm that decides satisfiability of a game on the Khot-Vishnoi(~\cite{KV}) integrality gap instance. Notably, when run on that instance, the standard SDP relaxation of Unique Games {\em fails}. As a special case, we also show how to re-derive a polynomial time algorithm for Unique Games on expander constraint graphs (similar to~\cite{AKKTSV}) and a sub-exponential time algorithm for Unique Games on the Hypercube.
  • 关键词:Unique Games, Spectra, algorithm, integrality gap, SDP
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