The persistent-homology lifespan upper-bound conjecture

Let GG be the filtered simplicial complex under consideration, let PDk(G)\mathrm{PD}_k(G) denote the set of persistence pairs in degree kk, and let Ω\Omega be a kk-dimensional homology class with volume Ω|\Omega|. For a pair (bΩ,dΩ)PDk(G)(b_\Omega,d_\Omega)\in\mathrm{PD}_k(G), its life span is dΩbΩd_\Omega-b_\Omega. Persistent-homology lifespan upper-bound conjecture. Let (bΩ,dΩ)PDk(G)(b_\Omega,d_\Omega)\in\mathrm{PD}_k(G). If Ω|\Omega| is the volume of the homology class Ω\Omega, then

dΩbΩΩk+1.d_\Omega-b_\Omega\leq \sqrt[k]{|\Omega|}+1.

This conjecture generalizes the paper's upper bounds from surfaces to higher-dimensional homology classes.

Sources & referencesView supporting material

Primary source

Henry Adams and Baris Coskunuzer, “Geometric Approaches on Persistent Homology”, arXiv:2103.06408 (2022).

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