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News/Geometry-Aware Probabilistic Circuits via Voronoi Tessellations
arxiv
PublishedJune 2, 2026 at 4:00 AM
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Geometry-Aware Probabilistic Circuits via Voronoi Tessellations

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arXiv:2603.11946v2 Announce Type: replace-cross Abstract: Probabilistic circuits (PCs) enable exact and tractable inference but employ data independent mixture weights that limit their ability to capture local geometry of the data manifold. We propose Voronoi tessellations (VT) as a natural way to i

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