Explicit construction of RIP matrices is Ramsey-hard
Abstract
Matrices satisfying the Restricted Isometry Property (RIP) are an important ingredient of the compressive sensing methods. While it is known that random matrices satisfy the RIP with high probability even for , the explicit construction of such matrices defied the repeated efforts, and the most known approaches hit the so-called sparsity bottleneck. The notable exception is the work by Bourgain et al \cite{bourgain2011explicit} constructing an RIP matrix with sparsity , but in the regime . In this short note we resolve this open question in a sense by showing that an explicit construction of a matrix satisfying the RIP in the regime and implies an explicit construction of a three-colored Ramsey graph on nodes with clique sizes bounded by -- a question in the extremal combinatorics which has been open for decades.
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Cite
@article{arxiv.1805.11238,
title = {Explicit construction of RIP matrices is Ramsey-hard},
author = {David Gamarnik},
journal= {arXiv preprint arXiv:1805.11238},
year = {2018}
}
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4 pages