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What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?

What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?

Lorenzo Loconte
Antonio Mari
G. Gala
Robert Peharz
Cassio de Campos
Erik Quaeghebeur
G. Vessio
Antonio Vergari
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Papers citing "What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?"

5 / 5 papers shown
Title
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction
Leander Kurscheidt
Paolo Morettin
Roberto Sebastiani
Andrea Passerini
Antonio Vergari
55
0
0
25 Mar 2025
On the Relationship Between Monotone and Squared Probabilistic Circuits
On the Relationship Between Monotone and Squared Probabilistic Circuits
Benjie Wang
Guy Van den Broeck
TPM
45
5
0
01 Aug 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
G. Gala
Cassio de Campos
Antonio Vergari
Erik Quaeghebeur
TPM
63
4
0
10 Jun 2024
Non-negative Tensor Mixture Learning for Discrete Density Estimation
Non-negative Tensor Mixture Learning for Discrete Density Estimation
Kazu Ghalamkari
Jesper L. Hinrich
Morten Mørup
62
1
0
28 May 2024
Towards Logically Consistent Language Models via Probabilistic Reasoning
Towards Logically Consistent Language Models via Probabilistic Reasoning
Diego Calanzone
Stefano Teso
Antonio Vergari
LRM
HILM
39
2
0
19 Apr 2024