The inertia–bicoloring conjecture for full-rank typical graphs

Let GG be a full-rank typical graph. A GG-partial matrix is a partial symmetric matrix whose specified off-diagonal entries correspond to the edges of GG; it is minimally completable to full rank if it has a completion of full rank but no proper submatrix obtained by deleting a specified entry has this property. Write GcG^c for the complement of GG, and let In(M)=(m,n,0)\operatorname{In}(M)=(m,n,0) denote the common inertia of all completions of MM, with mm positive and nn negative eigenvalues. A proper bicoloring of GcG^c assigns red or blue to every vertex so that adjacent vertices have different colors. Inertia–bicoloring conjecture. There exists a GG-partial matrix MM, minimally completable to full rank, with In(M)=(m,n,0)\operatorname{In}(M)=(m,n,0) if and only if GcG^c has a proper bicoloring with mm red vertices and nn blue vertices. The conjecture characterizes the possible inertias of minimally full-rank-completable partial matrices in terms of proper two-colorings of the complement. The stated evidence is that the authors found no full-rank typical graph and corresponding partial matrix whose inertia failed to arise from such a coloring; the general characterization remains open.

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Primary source

Daniel Irving Bernstein, Grigoriy Blekherman and Kisun Lee, “Typical ranks in symmetric matrix completion”, arXiv:1909.06593 (2020).

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