claimroutine

Random replacements match few on slices

Random replacements match the target on few points of every allowed slice
bounds the agreement added by randomization
Claim·§5.4 Obtaining many useful row fibers·inside lemGood row advice is common and gives short answer sets

Statement (paper)

For all sufficiently large kk, the random replacements at the entries of BB can be chosen so that, for every simultaneous row and column slice with at most r=rsr=r_{\rm s} row specifications and at most rr column specifications, and for every target Mz+uMz+u, the randomized matches contribute less than α/4\alpha/4 of the size of the slice, i.e.\ fewer than αnS/4\alpha n_{\mathcal S}/4 matches.

In plain English

For all sufficiently large kk, the random replacements at the entries of BB can be chosen so that every simultaneous row and column slice with at most r=rsr=r_{\rm s} row specifications and at most rr column specifications, and every target Mz+uMz+u, has fewer than αnS/4\alpha n_{\mathcal S}/4 randomized matches, where nSn_{\mathcal S} is the slice size.

Why it's here

This is a union-bound or concentration step showing that the random values placed in BB almost never agree with the target on any allowed slice. That caps the agreement the replacements can add, so the modified function has agreement below 3α/43\alpha/4 on every allowed slice, which the next claim uses to force a contradiction and a large good set. The slices have at most rr row and rr column specifications, so they are few enough for the random choices to be controlled simultaneously.
Classified routine:
A standard probabilistic argument: a Chernoff bound for each slice and target, followed by a union bound over the boundedly many slices with at most r row and r column specifications. This is the usual random-replacement step from Grassmann/subspace agreement-testing proofs (as in the 2-to-2 Games line of work).

Uses

Nothing else in the paper

Used by

Sources

PaperOpen
Section
§5.4 Obtaining many useful row fibers
Page
—
Label
—
Line
sections/04-matrix.tex:367
Leannot aligned

Phase 2 aligns this node to a Lean declaration.