Unbalanced expanders and randomness extractors from Parvaresh-Vardy codes

被引:49
作者
Guruswami, Venkatesan [1 ]
Umans, Christopher [2 ]
Vadhan, Salil [3 ]
机构
[1] Univ Washington, Dept Comp Sci & Engn, Seattle, WA 98195 USA
[2] CALTECH, Dept Comp Sci, Pasadena, CA 91125 USA
[3] Harvard Univ, Sch Engn & Appl Sci, Cambridge, MA 02138 USA
来源
TWENTY-SECOND ANNUAL IEEE CONFERENCE ON COMPUTATIONAL COMPLEXITY, PROCEEDINGS | 2007年
关键词
D O I
10.1109/CCC.2007.38
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We give an improved explicit construction of highly unbalanced bipartite expander graphs with expansion arbitrarily close to the degree (which is polylogarithmic in the number of vertices). Both the degree and the number of right-hand vertices are polynomially close to optimal, whereas the previous constructions of Ta-Shma, Umans, and Zuckerman (STOC '01) required at least one of these to be quasipolynomial in the optimal. Our expanders have a short and self-contained description and analysis, based on the ideas underlying the recent list-decodable error-correcting codes of Parvaresh and Vardy (FOCS '05). Our expanders can be interpreted as near-optimal "randomness condensers, "that reduce the task of extracting randomness from sources of arbitrary min-entropy rate to extracting randonmess from sources of min-entropy rate arbitrarily close to 1, which is a much easier task. Using this connection, we obtain a new construction of randomness extractors that is optimal UP to constant factors, while being much simpler than the previous construction of Lu et al. (STOC '03) and improving upon it when the error parameter is small (e.g. 1/poly(n)).
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页码:96 / +
页数:3
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