Cubic bound for rank-exact Betti numbers of two-parameter persistence modules

From papers

Let M:R2      vecM: \mathbb{R}^2 \xrightarrow{\;\;\;} \operatorname{vec} be a finitely presented two-parameter persistence module. Write b(M)\mathsf{b}(M) for the size of its usual Betti numbers and brk(M)\mathsf{b}^{\mathrm{rk}}(M) for the size of its Betti numbers relative to the rank exact structure.

Cubic Betti-number bound. We have

brk(M)O(b(M)3),\mathsf{b}^{\mathrm{rk}}(M) \in O\left(\mathsf{b}(M)^3\right),

in the sense that brk(M)\mathsf{b}^{\mathrm{rk}}(M) can be bounded above by b(M)3\mathsf{b}(M)^3 times a constant independent of MM.

The preceding examples show that the rank-exact Betti-number size can be substantially smaller than the usual Betti-number size, while the conjecture proposes a uniform cubic upper bound in the two-parameter case.

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Primary source

Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot and Luis Scoccola, “On the bottleneck stability of rank decompositions of multi-parameter persistence modules”, arXiv:2208.00300 (2024).

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