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Exact weights, path metrics, and algebraic Wasserstein distances

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arxiv 1809.09654 v4 pith:CLX2F7IN submitted 2018-09-25 math.RA math.AT

classification math.RAmath.AT
keywords pathmetricdistancesexactmodulespersistencethosewasserstein
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We use weights on objects in an abelian category to define what we call a path metric. We introduce three special classes of weight: those compatible with short exact sequences; those induced by their path metric; and those which bound their path metric. We prove that these conditions are in fact equivalent, and call such weights exact. As a special case of a path metric, we obtain a distance for generalized persistence modules whose indexing category is a measure space. We use this distance to define Wasserstein distances, which coincide with the previously defined Wasserstein distances for one-parameter persistence modules. For one-parameter persistence modules, we also describe maps to and from an interval module, and we give a matrix reduction for monomorphisms and epimorphisms.

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Cited by 1 Pith paper

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  1. Path representations in multiparameter persistent homology

    math.AT 2025-07 conditional novelty 4.0 of 10

    A multiparameter persistence distance is defined by taking persistence along monotone piecewise-linear paths instead of straight slices, generalizing the matching distance.

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