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Every list-decodable code for high noise has abundant near-optimal rate puncturings

  • University of Michigan, Ann Arbor

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

60 Scopus citations

Abstract

We show that any q-ary code with suficiently good distance can be randomly punctured to obtain, with high probability, a code that is list decodable up to radius 1 - 1=q ε with near-optimal rate and list sizes. Our results imply that "most" Reed-Solomon codes are list decodable beyond the Johnson bound, settling the longstanding open question of whether any Reed Solomon codes meet this criterion. More precisely, we show that a Reed- Solomon code with random evaluation points is, with high probability, list decodable up to radius 1 ε with list sizes O(1/ε) and rate Ω̃(ε). As a second corollary of our argument, we obtain improved bounds on the list decodability of random linear codes over large fields. Our approach exploits techniques from high dimensional probability. Previous work used similar tools to obtain bounds on the list decodability of random linear codes, but the bounds did not scale with the size of the alphabet. In this paper, we use a chaining argument to deal with large alphabet sizes.

Original languageEnglish
Title of host publicationSTOC 2014 - Proceedings of the 2014 ACM Symposium on Theory of Computing
PublisherAssociation for Computing Machinery
Pages764-773
Number of pages10
ISBN (Print)9781450327107
DOIs
StatePublished - 2014
Event4th Annual ACM Symposium on Theory of Computing, STOC 2014 - New York, NY, United States
Duration: May 31 2014Jun 3 2014

Publication series

NameProceedings of the Annual ACM Symposium on Theory of Computing

Conference

Conference4th Annual ACM Symposium on Theory of Computing, STOC 2014
Country/TerritoryUnited States
CityNew York, NY
Period05/31/1406/3/14

Keywords

  • List decoding
  • Random linear codes
  • Reed-Solomon codes

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