Gennaro Gala
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
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Research topics
Keywords
probabilistic circuit
(5)
generative model
(2)
density estimation
(2)
variational inference
(2)
continuous latent variable
(2)
numerical quadrature
(2)
parameter learning
(1)
probabilistic model
(1)
latent variable model
(1)
graphical model
(1)
variational autoencoder
(1)
probabilistic integral circuit
(1)
bayesian structure score
(1)
hierarchical mixture model
(1)
symbolic computational graph
(1)
neural network
(1)
hierarchical mixture
(1)
probabilistic modeling
(1)
continuous mixture
(1)
bayesian inference
(1)
Papers
Probabilistic Integral Circuits
AISTATS 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
NeurIPS 2024
Bayesian Structure Scores for Probabilistic Circuits
AISTATS 2023
Continuous Mixtures of Tractable Probabilistic Models
AAAI 2023
Random probabilistic circuits
UAI 2021