Hadwiger's Theorem for Data

Mathematics – Differential Geometry

Scientific paper

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13 pages, 3 figures

Scientific paper

Hadwiger's Theorem states that Euclidean-invariant convex-continuous valuations of definable sets are linear combinations of intrinsic volumes. We lift this result from sets to data distributions over sets, specifically, to definable real-valued functionals on n-dimensional Euclidean space. This generalizes intrinsic volumes to (dual pairs) of non-linear valuations on functionals and provides a dual pair of Hadwiger classification theorems.

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