Paper "probabilistic circuits" Papers

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A Unified Framework for Human-Allied Learning of Probabilistic Circuits

Athresh Karanam, Saurabh Mathur, Sahil Sidheekh et al.

AAAI 2025paperarXiv:2405.02413
3
citations

On the Relationship Between Monotone and Squared Probabilistic Circuits

Benjie Wang, Guy Van den Broeck

AAAI 2025paperarXiv:2408.00876
13
citations

Sum of Squares Circuits

Lorenzo Loconte, Stefan Mengel, Antonio Vergari

AAAI 2025paperarXiv:2408.11778
14
citations

Neural Network Approximators for Marginal MAP in Probabilistic Circuits

Shivvrat Arya, Tahrima Rahman, Vibhav Gogate

AAAI 2024paperarXiv:2402.03621
2
citations

Probabilistic Neural Circuits

Pedro Zuidberg Dos Martires

AAAI 2024paperarXiv:2403.06235
7
citations