A note on the rank of a sparse random matrix
Abstract
Let be a random matrix with entries from some field where there are exactly non-zero entries in each column, whose locations are chosen independently and uniformly at random from the set of all possibilities. In a previous paper (arXiv:1806.04988), we considered the rank of a random matrix in this model when the field is . In this note, we point out that with minimal modifications, the arguments from that paper actually allow analogous results when the field is arbitrary. In particular, for any field and any fixed , we determine an asymptotically correct estimate for the rank of in terms of where , and is a constant. This formula works even when the values of the nonzero elements are adversarially chosen. When is a finite field, we also determine the threshold for having full row rank, when the values of the nonzero elements are randomly chosen.
Cite
@article{arxiv.1911.09597,
title = {A note on the rank of a sparse random matrix},
author = {Colin Cooper and Alan Frieze and Wesley Pegden},
journal= {arXiv preprint arXiv:1911.09597},
year = {2020}
}
Comments
There is an error in the proof of the main theorem