Gennaro Gala

According to our database, Gennaro Gala authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

E(n)-equivariant Graph Neural Cellular Automata.

Gennaro Gala, Daniele Grattarola, Erik Quaeghebeur

Trans. Mach. Learn. Res., 2024

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

CoRR, 2024

Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits.

Gennaro Gala, Cassio de Campos, Antonio Vergari, Erik Quaeghebeur

CoRR, 2024

Probabilistic Integral Circuits.

Gennaro Gala, Cassio P. de Campos, Robert Peharz, Antonio Vergari, Erik Quaeghebeur

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Bayesian Structure Scores for Probabilistic Circuits.

Yang Yang, Gennaro Gala, Robert Peharz

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Continuous Mixtures of Tractable Probabilistic Models.

Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

DeeProb-kit: a Python Library for Deep Probabilistic Modelling.

Lorenzo Loconte, Gennaro Gala

CoRR, 2022

2021

Random probabilistic circuits.

Nicola Di Mauro, Gennaro Gala, Marco Iannotta, Teresa M. A. Basile

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021