A direct proof for Lovett's bound on the communication complexity of low rank matrices

Thomas Rothvoss

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arXiv · 1409.6366

A direct proof for Lovett's bound on the communication complexity of low rank matrices

Thomas Rothvoss

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Abstract

The log-rank conjecture in communication complexity suggests that the deterministic communication complexity of any Boolean rank-r function is bounded by polylog(r). Recently, major progress was made by Lovett who proved that the communication complexity is bounded by O(r^1/2 * log r). Lovett's proof is based on known estimates on the discrepancy of low-rank matrices. We give a simple, direct proof based on a hyperplane rounding argument that in our opinion sheds more light on the reason why a root factor suffices and what is necessary to improve on this factor.

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Thomas Rothvoss. 2014-09-22. A direct proof for Lovett's bound on the communication complexity of low rank matrices. https://arxiv.org/abs/1409.6366

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