Cassio de Campos
7 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AISTATS (2)
UAI (2)
AAAI (1)
NIPS (1)
PGM (1)
Top co-authors
Keywords
probabilistic circuit
(3)
variational inference
(2)
generative model
(2)
graphical model
(2)
continuous latent variable
(2)
numerical quadrature
(2)
bdeu score
(1)
bayesian network
(1)
probabilistic model
(1)
latent variable model
(1)
parent set selection
(1)
variational autoencoder
(1)
uncertainty estimation
(1)
probabilistic integral circuit
(1)
hierarchical mixture
(1)
bayesian inference
(1)
continuous mixture
(1)
directed acyclic graph
(1)
hierarchical mixture model
(1)
symbolic computational graph
(1)
Papers
Probabilistic Integral Circuits
AISTATS 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
NIPS 2024
Soft Learning Probabilistic Circuits
PGM 2024
Probabilistic Multi-Dimensional Classification
UAI 2023
Continuous Mixtures of Tractable Probabilistic Models
AAAI 2023
Proceedings of the thirty-seventh conference on Uncertainty in Artificial Intelligence β Preface
UAI 2021
On Pruning for Score-Based Bayesian Network Structure Learning
AISTATS 2020