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Gala, Gennaro
7 publications
TMLR
2025
What Is the Relationship Between Tensor Factorizations and Circuits (and How Can We Exploit It)?
Lorenzo Loconte
,
Antonio Mari
,
Gennaro Gala
,
Robert Peharz
,
Cassio de Campos
,
Erik Quaeghebeur
,
Gennaro Vessio
,
Antonio Vergari
TMLR
2024
E(n)-Equivariant Graph Neural Cellular Automata
Gennaro Gala
,
Daniele Grattarola
,
Erik Quaeghebeur
AISTATS
2024
Probabilistic Integral Circuits
Gennaro Gala
,
Cassio Campos
,
Robert Peharz
,
Antonio Vergari
,
Erik Quaeghebeur
NeurIPS
2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
Gennaro Gala
,
Cassio de Campos
,
Antonio Vergari
,
Erik Quaeghebeur
AISTATS
2023
Bayesian Structure Scores for Probabilistic Circuits
Yang Yang
,
Gennaro Gala
,
Robert Peharz
AAAI
2023
Continuous Mixtures of Tractable Probabilistic Models
Alvaro H. C. Correia
,
Gennaro Gala
,
Erik Quaeghebeur
,
Cassio P. de Campos
,
Robert Peharz
UAI
2021
Random Probabilistic Circuits
Nicola Di Mauro
,
Gennaro Gala
,
Marco Iannotta
,
Teresa M.A. Basile