Jhonatan S. Oliveira
7 papers · 2016–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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Conference Pioneer
Top co-authors
Research topics
Keywords
bayesian network
(5)
exact inference
(3)
sum-product network
(3)
graphical model
(2)
message passing
(2)
bayesian network inference
(2)
arc reversal
(2)
variable elimination
(2)
lazy propagation
(2)
image completion
(1)
parameter learning
(1)
tractable inference
(1)
probabilistic inference
(1)
model compilation
(1)
probabilistic reasoning
(1)
independence testing
(1)
expectation maximization
(1)
gaussian mixture model
(1)
junction tree
(1)
marginal inference
(1)
Papers
Fast Arc-Reversal
PGM 2024
Sum-Product Network Decompilation
PGM 2020
Deep Convolutional Sum-Product Networks
AAAI 2019
An Empirical Study of Methods for SPN Learning and Inference
PGM 2018
Simple Propagation with Arc-Reversal in Bayesian Networks
PGM 2018
On Bayesian Network Inference with Simple Propagation
PGM 2016
Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks
PGM 2016