Gennaro Gala

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Computationally Tractable

Bayesian Estimation

Probabilistic Model

Top Venues

Publications

Gennaro Gala, Cassio de Campos, Antonio Vergari, Erik Quaeghebeur
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits. CoRR (2024)
Gennaro Gala, Daniele Grattarola, Erik Quaeghebeur
E(n)-equivariant Graph Neural Cellular Automata. Trans. Mach. Learn. Res. 2024 (2024)
Gennaro Gala, Cassio P. de Campos, Robert Peharz, Antonio Vergari, Erik Quaeghebeur
Probabilistic Integral Circuits. AISTATS (2024)
Yang Yang, Gennaro Gala, Robert Peharz
Bayesian Structure Scores for Probabilistic Circuits. CoRR (2023)
Gennaro Gala, Cassio P. de Campos, Robert Peharz, Antonio Vergari, Erik Quaeghebeur
Probabilistic Integral Circuits. CoRR (2023)
Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz
Continuous Mixtures of Tractable Probabilistic Models. AAAI (2023)
Yang Yang, Gennaro Gala, Robert Peharz
Bayesian Structure Scores for Probabilistic Circuits. AISTATS (2023)
Gennaro Gala, Daniele Grattarola, Erik Quaeghebeur
E(n)-equivariant Graph Neural Cellular Automata. CoRR (2023)
Lorenzo Loconte, Gennaro Gala
DeeProb-kit: a Python Library for Deep Probabilistic Modelling. CoRR (2022)
Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz
Continuous Mixtures of Tractable Probabilistic Models. CoRR (2022)
Nicola Di Mauro, Gennaro Gala, Marco Iannotta, Teresa M. A. Basile
Random probabilistic circuits. UAI (2021)