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2020 – today
- 2024
[j1]Gennaro Gala, Daniele Grattarola, Erik Quaeghebeur:
E(n)-equivariant Graph Neural Cellular Automata. Trans. Mach. Learn. Res. 2024 (2024)- [c4]Gennaro Gala, Cassio P. de Campos, Robert Peharz, Antonio Vergari, Erik Quaeghebeur:
Probabilistic Integral Circuits. AISTATS 2024: 2143-2151 - [i7]Gennaro Gala, Cassio de Campos, Antonio Vergari, Erik Quaeghebeur:
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits. CoRR abs/2406.06494 (2024) - [i6]Lorenzo Loconte, Antonio Mari, Gennaro Gala, Robert Peharz, Cassio de Campos, Erik Quaeghebeur, Gennaro Vessio, Antonio Vergari:
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)? CoRR abs/2409.07953 (2024) - 2023
- [c3]Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur
, Cassio P. de Campos, Robert Peharz:
Continuous Mixtures of Tractable Probabilistic Models. AAAI 2023: 7244-7252 - [c2]Yang Yang, Gennaro Gala, Robert Peharz:
Bayesian Structure Scores for Probabilistic Circuits. AISTATS 2023: 563-575 - [i5]Gennaro Gala, Daniele Grattarola, Erik Quaeghebeur:
E(n)-equivariant Graph Neural Cellular Automata. CoRR abs/2301.10497 (2023) - [i4]Yang Yang, Gennaro Gala, Robert Peharz:
Bayesian Structure Scores for Probabilistic Circuits. CoRR abs/2302.12130 (2023) - [i3]Gennaro Gala, Cassio P. de Campos, Robert Peharz, Antonio Vergari, Erik Quaeghebeur:
Probabilistic Integral Circuits. CoRR abs/2310.16986 (2023) - 2022
- [i2]Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz:
Continuous Mixtures of Tractable Probabilistic Models. CoRR abs/2209.10584 (2022) - [i1]Lorenzo Loconte, Gennaro Gala:
DeeProb-kit: a Python Library for Deep Probabilistic Modelling. CoRR abs/2212.04403 (2022) - 2021
- [c1]Nicola Di Mauro, Gennaro Gala, Marco Iannotta, Teresa M. A. Basile:
Random probabilistic circuits. UAI 2021: 1682-1691
Coauthor Index
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