Polynomial Semantics of Tractable Probabilistic Circuits

14 February 2024

Papers citing "Polynomial Semantics of Tractable Probabilistic Circuits"

7 / 7 papers shown

Title
On the Expressive Power of Tree-Structured Probabilistic Circuits Lang Yin Han Zhao TPM 34 2 0 07 Oct 2024
Sum of Squares Circuits Lorenzo Loconte Stefan Mengel Antonio Vergari TPM 32 6 0 21 Aug 2024
Probabilistic Circuits for Cumulative Distribution Functions Oliver Broadrick William X. Cao Benjie Wang Martin Trapp Mathias Niepert TPM 38 1 0 08 Aug 2024
On the Relationship Between Monotone and Squared Probabilistic Circuits Benjie Wang Mathias Niepert TPM 45 5 0 01 Aug 2024
Probabilistic Generating Circuits -- Demystified Sanyam Agarwal Markus Bläser TPM 19 2 0 04 Mar 2024
Subtractive Mixture Models via Squaring: Representation and Learning Lorenzo Loconte Aleksanteri Sladek Stefan Mengel Martin Trapp Arno Solin Nicolas Gillis Antonio Vergari TPM 49 21 0 01 Oct 2023
Determinantal point processes for machine learning Alex Kulesza B. Taskar 176 1,125 0 25 Jul 2012