Geometry-Aware Probabilistic Circuits via Voronoi Tessellations | ScienceToStartup | ScienceToStartup

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References (40)

[1]

Tractable Sharpness-Aware Learning of Probabilistic Circuits

2025Hrithik Suresh, Sahil Sidheekh et al.

[2]

Tractable Representation Learning with Probabilistic Circuits

2025Steven Braun, Sahil Sidheekh et al.

[3]

Scaling Probabilistic Circuits via Monarch Matrices

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"This paper proposes a method to enhance probabilistic circuits using Voronoi tessellations for improved inference."

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Geometry-Aware Probabilistic Circuits via Voronoi Tessellations

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Geometry-Aware Probabilistic Circuits via Voronoi Tessellations

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