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IEEE Transactions on Information Theory
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IEEE Transactions on Information Theory
Article . 2016 . Peer-reviewed
License: IEEE Copyright
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https://dx.doi.org/10.48550/ar...
Article . 2013
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High-Rate Locally Correctable Codes via Lifting

Authors: Guo, Alan;

High-Rate Locally Correctable Codes via Lifting

Abstract

We present a general framework for constructing high rate error correcting codes that are locally correctable (and hence locally decodable if linear) with a sublinear number of queries, based on lifting codes with respect to functions on the coordinates. Our approach generalizes the lifting of affine-invariant codes of Guo, Kopparty, and Sudan and its generalization automorphic lifting, suggested by Ben-Sasson et al, which lifts algebraic geometry codes with respect to a group of automorphisms of the code. Our notion of lifting is a natural alternative to the degree-lifting of Ben-Sasson et al and it carries two advantages. First, it overcomes the rate barrier inherent in degree-lifting. Second, it is extremely flexible, requiring no special properties (e.g. linearity, invariance) of the base code, and requiring very little structure on the set of functions on the coordinates of the code. As an application, we construct new explicit families of locally correctable codes by lifting algebraic geometry codes. Like the multiplicity codes of Kopparty, Saraf, Yekhanin and the affine-lifted codes of Guo, Kopparty, Sudan, our codes of block-length $N$ can achieve $N^��$ query complexity and $1-��$ rate for any given $��, ��> 0$ while correcting a constant fraction of errors, in contrast to the Reed-Muller codes and the degree-lifted AG codes of Ben-Sasson et al which face a rate barrier of $��^{O(1/��)}$. However, like the degree-lifted AG codes, our codes are over an alphabet significantly smaller than that obtained by Reed-Muller codes, affine-lifted codes, and multiplicity codes.

Fixed some typos, replaced references, which were missing in previous arXiv version

Keywords

FOS: Computer and information sciences, Computer Science - Information Theory, Information Theory (cs.IT)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
Green
hybrid