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Farthest-cell triplet entropy: high-dimensional shell limits and hyperbolic curvature amplification

Deng, Chongkun
arXiv (OAI Expanded) · Papers
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We introduce farthest-cell triplet entropy, the conditional Shannon entropy of the farthest-prototype label given three random prototypes. For independent queries and prototypes, its estimator records only the farthest label, not coordinates or numerical distances. The statistic is bounded by $\log
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