Negativity conjecture for the Jensen-Shannon and Kullback-Leibler divergence Jacobian
Negativity conjecture for the Jensen-Shannon and Kullback-Leibler divergence Jacobian
Let be the interior of , and let be the Jacobian defined in Eq.. Negativity conjecture. For every ,
The claim is supported in the paper by a visualization showing the negative of the determinant as positive throughout the stated domain, but no proof or resolution is supplied in the provided text.
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Sources & referencesView supporting material
Primary source
Reuben Dorent, Polina Golland and William Wells, “Connecting Jensen-Shannon and Kullback-Leibler Divergences: A New Bound for Representation Learning”, arXiv:2510.20644 (2026).
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