Jhonatan S. Oliveira
7 papers · 2016–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (8)
🐝
Cross-Pollinator
(11)
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Conferences
PGM (6)
AAAI (1)
Top co-authors
Keywords
bayesian network
(4)
sum-product network
(3)
graphical model
(2)
bayesian network inference
(2)
exact inference
(2)
message passing
(2)
lazy propagation
(2)
independence testing
(1)
probabilistic reasoning
(1)
tractable inference
(1)
image completion
(1)
model compilation
(1)
probabilistic model
(1)
gaussian mixture model
(1)
junction tree
(1)
probabilistic graphical model
(1)
inference algorithm
(1)
convolutional neural network
(1)
generative adversarial network
(1)
elimination ordering
(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
Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks
PGM 2016
On Bayesian Network Inference with Simple Propagation
PGM 2016