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Ronaldo Malheiros Gregorio

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#diffusion models Open access Sep 2026

A new perspective on centroid algorithms for unsupervised discrete clustering in Riemannian manifolds: an approach via optimization

This work presents a new perspective on a specific class of partition-based algorithms for unsupervised discrete clustering in complete finite-dimensional Riemannian manifolds by introducing statistical shape analyses to classify clusters and improve label selection.

Ronaldo Malheiros Gregorio, Charlan Dellon da Silva Alves, Sérgio Assunção Monteiro et al. · 0 citations

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