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Nov 4, 2020 at 3:13 comment added Jeremy Martin In general the number of bases is not the "right" invariant. The core example is the matroid represented by the columns of the top boundary map of the $d$-dimensional skeleton of the $n$-vertex simplex. In 1983 Kalai proved, using Binet-Cauchy, that the "count" of bases is $n^{\binom{n-2}{d}}$ (which reduces to Cayley's theorem for the case $d=1$) --- but you need to weight each basis by the square of the size of the codimension-1 homology of the simplicial complex it generates, and this group starts to be nontrivial at $n=6$ and $d=2$.
Oct 3, 2020 at 1:01 comment added lambda Regarding maximal vs nonmaximal minors: if the matrix has an $n \times n$ identity matrix as a submatrix then every subdeterminant is (up to sign) equal to a maximal one and the conditions are equivalent. But since you have some invertible $n \times n$ submatrix (with determinant $\pm 1$ by assumption) you can multiply on the left by the inverse to get such a submatrix while leaving the maximal minors unchanged up to sign. So the matroid is still regular in this case.
Oct 2, 2020 at 22:28 comment added Gjergji Zaimi Am I correct in assuming that there are complexity theoretic reasons for the lack of a general result of this sort? Google seems to suggest that counting bases is #P-complete in general.
Oct 2, 2020 at 22:20 history edited Sam Hopkins CC BY-SA 4.0
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Oct 2, 2020 at 22:18 comment added lambda One way to do better than regular matroids is to allow complex matrices where all subdeterminants are zero or have modulus 1. The same Cauchy--Binet argument shows $\det(MM^*)$ counts bases. The matroids representable by this kind of matrix are the sixth-root-of-unity matroids.
Oct 2, 2020 at 20:01 history edited Sam Hopkins CC BY-SA 4.0
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Oct 2, 2020 at 13:58 history edited Sam Hopkins CC BY-SA 4.0
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Oct 2, 2020 at 13:52 history edited Sam Hopkins CC BY-SA 4.0
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Oct 2, 2020 at 9:36 vote accept Fedor Petrov
Oct 2, 2020 at 9:11 history answered Sam Hopkins CC BY-SA 4.0