Cory J. Butz
6 papers · 2016–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
Top co-authors
Research topics
Keywords
bayesian network
(4)
exact inference
(3)
bayesian network inference
(2)
variable elimination
(2)
arc reversal
(2)
sum-product network
(2)
message passing
(2)
lazy propagation
(2)
parameter learning
(1)
image completion
(1)
probabilistic model
(1)
graphical model
(1)
gaussian mixture model
(1)
junction tree
(1)
inference algorithm
(1)
convolutional neural network
(1)
generative adversarial network
(1)
elimination ordering
(1)
join tree
(1)
active part
(1)
Papers
Fast Arc-Reversal
PGM 2024
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