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Generic Reed-Solomon Codes Achieve List-decoding Capacity

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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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cs.IT 1

years

2025 1

verdicts

CONDITIONAL 1

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  • Explicit Codes approaching Generalized Singleton Bound using Expanders cs.IT · 2025-02-11 · conditional · none · ref 8 · internal anchor

    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.