Jhonatan de S. Oliveira

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 25

Top Topics

Influence Diagrams

Conditional Independencies

Graphical Models

Top Venues

Canadian Conference on AI

Int. J. Approx. Reason.

FLAIRS Conference

Publications

Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos, Anna Norris, Kadence Meredith
Upward Pass Semantics in Arithmetic Circuit Inference. Canadian AI (2023)
Cory J. Butz, Jhonatan de S. Oliveira, Robert Peharz
Sum-Product Network Decompilation. PGM (2020)
Cory J. Butz, Jhonatan de S. Oliveira, Robert Peharz
Sum-Product Network Decompilation. CoRR (2019)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos, André L. Teixeira
Deep Convolutional Sum-Product Networks. AAAI (2019)
Anders L. Madsen, Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos
Solving Influence Diagrams with Simple Propagation. Canadian Conference on AI (2019)
Cory J. Butz, André Lobo Teixeira, André E. dos Santos, Jhonatan de S. Oliveira
On the Tree Structure of Deep Convolutional Sum-Product Networks. FLAIRS Conference (2019)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Anders L. Madsen
Exploiting Symmetry of Independence in d-Separation. Canadian Conference on AI (2019)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, John Stavrinides
Efficient Examination of Soil Bacteria Using Probabilistic Graphical Models. IEA/AIE (2018)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos, André L. Teixeira, Pascal Poupart, Agastya Kalra
An Empirical Study of Methods for SPN Learning and Inference. PGM (2018)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
An empirical study of testing independencies in Bayesian networks using rp-separation. Int. J. Approx. Reason. 92 (2018)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos, Anders L. Madsen
An empirical study of Bayesian network inference with simple propagation. Int. J. Approx. Reason. 92 (2018)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
On a simple method for testing independencies in Bayesian networks. Comput. Intell. 34 (3) (2018)
Anders L. Madsen, Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos
Simple Propagation with Arc-Reversal in Bayesian Networks. PGM (2018)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos
On Darwinian Networks. Comput. Intell. 33 (4) (2017)
Jhonatan de S. Oliveira, Cory J. Butz, André E. dos Santos
Resolving Inconsistencies of Scope Interpretations in Sum-Product Networks. Canadian Conference on AI (2017)
André E. dos Santos, Cory J. Butz, Jhonatan de S. Oliveira
On Converting Sum-Product Networks into Bayesian Networks. Canadian Conference on AI (2017)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos
On learning the structure of sum-product networks. SSCI (2017)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
A Simple Method for Testing Independencies in Bayesian Networks. Canadian Conference on AI (2016)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira
Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks. Probabilistic Graphical Models (2016)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos, Anders L. Madsen
On Bayesian Network Inference with Simple Propagation. Probabilistic Graphical Models (2016)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos, Anders L. Madsen
Bayesian Network Inference with Simple Propagation. FLAIRS Conference (2016)
Cory J. Butz, Jhonatan de S. Oliveira, Anders L. Madsen
Bayesian network inference using marginal trees. Int. J. Approx. Reason. 68 (2016)
Anders L. Madsen, Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos
On Tree Structures Used by Simple Propagation. Canadian Conference on AI (2016)
Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Christophe Gonzales
Testing Independencies in Bayesian Networks with i-Separation. FLAIRS Conference (2016)
Cory J. Butz, Jhonatan de S. Oliveira, André E. dos Santos
Darwinian Networks. Canadian Conference on AI (2015)
Cory J. Butz, Jhonatan de S. Oliveira, Anders L. Madsen
Bayesian Network Inference Using Marginal Trees. Probabilistic Graphical Models (2014)