Determining Good Elimination Orderings with Darwinian Networks. - Cory James Butz; Jhonatan Souza Oliveira; André Evaristo dos Santos (FLAIRS, 2015)

On Tree Structures Used by Simple Propagation. - Anders L. Madsen; Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos (Canadian AI, 2016)

Bayesian Network Inference with Simple Propagation. - Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos; Anders L. Madsen (FLAIRS, 2016)

Testing Independencies in Bayesian Networks with i-Separation. - Cory J. Butz; André E. dos Santos; Jhonatan de S. Oliveira; Christophe Gonzales (FLAIRS, 2016)

Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks. - Cory J. Butz; André E. dos Santos; Jhonatan de S. Oliveira (Probabilistic Graphical Models, 2016)

Bayesian network inference using marginal trees. - Cory J. Butz; Jhonatan de S. Oliveira; Anders L. Madsen (Int. J. Approx. Reason., 2016)

Resolving Inconsistencies of Scope Interpretations in Sum-Product Networks. - Jhonatan de S. Oliveira; Cory J. Butz; André E. dos Santos (Canadian AI, 2017)

On Converting Sum-Product Networks into Bayesian Networks. - André E. dos Santos; Cory J. Butz; Jhonatan de S. Oliveira (Canadian AI, 2017)

On Finding Relevant Variables in Discrete Bayesian Network Inference. - Cory James Butz; André Evaristo dos Santos; Jhonatan Souza Oliveira (FLAIRS, 2017)

On learning the structure of sum-product networks. - Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos (SSCI, 2017)

On Darwinian Networks. - Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos (Comput. Intell., 2017)

Efficient Examination of Soil Bacteria Using Probabilistic Graphical Models. - Cory J. Butz; André E. dos Santos; Jhonatan de S. Oliveira; John Stavrinides (IEA/AIE, 2018)

An Empirical Study of Methods for SPN Learning and Inference. - Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos; André L. Teixeira; Pascal Poupart; Agastya Kalra (PGM, 2018)

Simple Propagation with Arc-Reversal in Bayesian Networks. - Anders L. Madsen; Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos (PGM, 2018)

On a simple method for testing independencies in Bayesian networks. - Cory J. Butz; André E. dos Santos; Jhonatan de S. Oliveira; Christophe Gonzales (Comput. Intell., 2018)

An empirical study of Bayesian network inference with simple propagation. - Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos; Anders L. Madsen (Int. J. Approx. Reason., 2018)

An empirical study of testing independencies in Bayesian networks using rp-separation. - Cory J. Butz; André E. dos Santos; Jhonatan de S. Oliveira; Christophe Gonzales (Int. J. Approx. Reason., 2018)

Deep Convolutional Sum-Product Networks. - Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos; André L. Teixeira (AAAI, 2019)

Exploiting Symmetry of Independence in d-Separation. - Cory J. Butz; André E. dos Santos; Jhonatan de S. Oliveira; Anders L. Madsen (Canadian AI, 2019)

Solving Influence Diagrams with Simple Propagation. - Anders L. Madsen; Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos (Canadian AI, 2019)

On the Tree Structure of Deep Convolutional Sum-Product Networks. - Cory J. Butz; André Lobo Teixeira; André E. dos Santos; Jhonatan de S. Oliveira (FLAIRS, 2019)

Sum-Product Network Decompilation. - Cory J. Butz; Jhonatan de S. Oliveira; Robert Peharz (PGM, 2020)

Upward Pass Semantics in Arithmetic Circuit Inference. - Cory J. Butz; Jhonatan de S. Oliveira; André E. dos Santos; Anna Norris; Kadence Meredith (Canadian AI, 2023)

Towards Inference in Arithmetic Circuits by Exploiting Barren Variables. - Cory J. Butz; Jhonatan de S. Oliveira; Kadence Meredith (Canadian AI, 2025)

On Fast arc-reversal. - Cory J. Butz; Anders L. Madsen; Jhonatan de S. Oliveira (Int. J. Approx. Reason., 2025)