Gennaro Gala

14 papers A* 2A 3Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
Trans. Mach. Learn. Res.
Lorenzo Loconte, Antonio Mari, Gennaro Gala, Robert Peharz, Cassio de Campos, Erik Quaeghebeur, Gennaro Vessio, Antonio Vergari
2024 J jnl
E(n)-equivariant Graph Neural Cellular Automata.
Trans. Mach. Learn. Res.
Gennaro Gala, Daniele Grattarola, Erik Quaeghebeur
2024 A conf
Probabilistic Integral Circuits.
AISTATS
Gennaro Gala, Cassio P. de Campos, Robert Peharz, Antonio Vergari, Erik Quaeghebeur
2024 A* conf
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits.
NeurIPS
Gennaro Gala, Cassio P. de Campos, Antonio Vergari, Erik Quaeghebeur
2024 J jnl
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits.
CoRR
Gennaro Gala, Cassio de Campos, Antonio Vergari, Erik Quaeghebeur
2024 J jnl
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
CoRR
Lorenzo Loconte, Antonio Mari, Gennaro Gala, Robert Peharz, Cassio de Campos, Erik Quaeghebeur, Gennaro Vessio, Antonio Vergari
2023 A conf
Bayesian Structure Scores for Probabilistic Circuits.
AISTATS
Yang Yang, Gennaro Gala, Robert Peharz
2023 J jnl
Bayesian Structure Scores for Probabilistic Circuits.
CoRR
Yang Yang, Gennaro Gala, Robert Peharz
2023 A* conf
Continuous Mixtures of Tractable Probabilistic Models.
AAAI
Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz
2023 J jnl
E(n)-equivariant Graph Neural Cellular Automata.
CoRR
Gennaro Gala, Daniele Grattarola, Erik Quaeghebeur
2023 J jnl
Probabilistic Integral Circuits.
CoRR
Gennaro Gala, Cassio P. de Campos, Robert Peharz, Antonio Vergari, Erik Quaeghebeur
2022 J jnl
Continuous Mixtures of Tractable Probabilistic Models.
CoRR
Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz
2022 J jnl
DeeProb-kit: a Python Library for Deep Probabilistic Modelling.
CoRR
Lorenzo Loconte, Gennaro Gala
2021 A conf
Random probabilistic circuits.
UAI
Nicola Di Mauro, Gennaro Gala, Marco Iannotta, Teresa M. A. Basile