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Generic Reed-Solomon Codes Achieve List-decoding Capacity

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arxiv 2206.05256 v4 pith:N6C4WEYQ submitted 2022-06-10 cs.IT cs.CCmath.COmath.IT

classification cs.ITcs.CCmath.COmath.IT
keywords codesreed-solomongenericachieveepsilonhigherlistorder
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

In a recent paper, Brakensiek, Gopi and Makam introduced higher order MDS codes as a generalization of MDS codes. An order-$\ell$ MDS code, denoted by $\operatorname{MDS}(\ell)$, has the property that any $\ell$ subspaces formed from columns of its generator matrix intersect as minimally as possible. An independent work by Roth defined a different notion of higher order MDS codes as those achieving a generalized singleton bound for list-decoding. In this work, we show that these two notions of higher order MDS codes are (nearly) equivalent. We also show that generic Reed-Solomon codes are $\operatorname{MDS}(\ell)$ for all $\ell$, relying crucially on the GM-MDS theorem which shows that generator matrices of generic Reed-Solomon codes achieve any possible zero pattern. As a corollary, this implies that generic Reed-Solomon codes achieve list decoding capacity. More concretely, we show that, with high probability, a random Reed-Solomon code of rate $R$ over an exponentially large field is list decodable from radius $1-R-\epsilon$ with list size at most $\frac{1-R-\epsilon}{\epsilon}$, resolving a conjecture of Shangguan and Tamo.

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  1. Explicit Codes approaching Generalized Singleton Bound using Expanders

    cs.IT 2025-02 conditional novelty 8.0 of 10

    AEL expander amplification is shown to preserve a strengthened average-radius list decoding property with erasures, yielding explicit codes with constant alphabet and optimal list size near the generalized Singleton bound.

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