Erik Quaeghebeur
4 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
probabilistic circuit
(3)
generative model
(2)
continuous latent variable
(2)
numerical quadrature
(2)
variational inference
(2)
probabilistic model
(1)
latent variable model
(1)
variational autoencoder
(1)
probabilistic integral circuit
(1)
hierarchical mixture model
(1)
symbolic computational graph
(1)
neural network
(1)
hierarchical mixture
(1)
continuous mixture
(1)
bayesian inference
(1)
density estimation
(1)
uncertainty quantification
(1)
tractable inference
(1)
Papers
Probabilistic Integral Circuits
AISTATS 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
NeurIPS 2024
Continuous Mixtures of Tractable Probabilistic Models
AAAI 2023
Proceedings of the thirty-seventh conference on Uncertainty in Artificial Intelligence — Preface
UAI 2021