The simplex-only representation conjecture for symmetric W-way DPI-additive divergences
The simplex-only representation conjecture for symmetric W-way DPI-additive divergences
Let be a positive integer and let be a symmetric, -way DPI-additive divergence on bounded -tuples of probability distributions. Write
and let denote the simplex-indexed divergence atom. A Borel measure is -invariant when it is invariant under permutation of the coordinates. The simplex-only representation conjecture. Every such admits a representation
for a finite, -invariant Borel measure on . The claim is the simplex-restricted form of the proposed Choquet representation; the surrounding framework includes additional boundary strata, so whether all symmetric DPI-additive divergences are captured by simplex atoms alone is unresolved.
Sources & referencesView supporting material
Primary source
Akshay Balsubramani, “All you need is log”, arXiv:2606.27349 (2026).
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