Deep convolutional sum-product networks CJ Butz, JS Oliveira, AE dos Santos, AL Teixeira Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3248-3255, 2019 | 35 | 2019 |
An empirical study of methods for spn learning and inference CJ Butz, JS Oliveira, AE Santos, AL Teixeira, P Poupart, A Kalra International Conference on Probabilistic Graphical Models, 49-60, 2018 | 13 | 2018 |
Sum-product network decompilation C Butz, JS Oliveira, R Peharz International Conference on Probabilistic Graphical Models, 53-64, 2020 | 12 | 2020 |
On Darwinian networks CJ Butz, JS Oliveira, AE dos Santos Computational Intelligence 33 (4), 629-655, 2017 | 12 | 2017 |
Relevant path separation: A faster method for testing independencies in bayesian networks CJ Butz, AE dos Santos, JS Oliveira Conference on Probabilistic Graphical Models, 74-85, 2016 | 12 | 2016 |
Bayesian Network Inference with Simple Propagation CJ Butz, JS Oliveira, A dos Santos, AL Madsen Twenty-ninth International Florida Artificial Intelligence Research Society …, 2016 | 12 | 2016 |
Bayesian Network Inference using Marginal Trees CJ Butz, JS Oliveira, AL Madsen International Journal of Approximate Reasoning 68, 127-152, 2016 | 10 | 2016 |
Bayesian Network Inference Using Marginal Trees CJ Butz, JS Oliveira, AL Madsen Seventh European Workshop on Probabilistic Graphical Models (PGM) 8754, 81-96, 2014 | 10 | 2014 |
Efficient examination of soil bacteria using probabilistic graphical models CJ Butz, AE dos Santos, JS Oliveira, J Stavrinides Recent Trends and Future Technology in Applied Intelligence: 31st …, 2018 | 7 | 2018 |
An empirical study of Bayesian network inference with simple propagation CJ Butz, JS Oliveira, AE dos Santos, AL Madsen International Journal of Approximate Reasoning 92, 198-211, 2018 | 7 | 2018 |
On learning the structure of sum-product networks CJ Butz, JS Oliveira, AE dos Santos 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2017 | 6 | 2017 |
Testing independencies in Bayesian networks with i-separation CJ Butz, AE dos Santos, JS Oliveira, C Gonzales The Twenty-Ninth International Flairs Conference, 2016 | 6 | 2016 |
A Simple Method for Testing Independencies in Bayesian Networks CJ Butz, A dos Santos, JS Oliveira, C Gonzales Twenty-ninth Canadian Conference on Artificial Intelligence (AI), 213-223, 2016 | 6 | 2016 |
Determining good elimination orderings with darwinian networks CJ Butz, JS Oliveira, AE dos Santos The Twenty-Eighth International Flairs Conference, 2015 | 6 | 2015 |
Simple propagation with arc-reversal in Bayesian networks A Madsen, CJ Butz, JS Oliveira, AE Santos International Conference on Probabilistic Graphical Models, 260-271, 2018 | 4 | 2018 |
On Tree Structures Used by Simple Propagation AL Madsen, CJ Butz, JS Oliveira, AE dos Santos Advances in Artificial Intelligence: 29th Canadian Conference on Artificial …, 2016 | 4 | 2016 |
An empirical study of testing independencies in Bayesian networks using rp-separation CJ Butz, AE dos Santos, JS Oliveira, C Gonzales International Journal of Approximate Reasoning 92, 270-278, 2018 | 2 | 2018 |
On finding relevant variables in discrete Bayesian network inference CJ Butz, AE Dos Santos, JS Oliveira The Thirtieth International Flairs Conference, 2017 | 2 | 2017 |
On converting sum-product networks into Bayesian networks AE dos Santos, CJ Butz, JS Oliveira Advances in Artificial Intelligence: 30th Canadian Conference on Artificial …, 2017 | 2 | 2017 |
On the tree structure of deep convolutional sum-product networks C Butz, AL Teixeira, A Dos Santos, J Oliveira The Thirty-Second International Flairs Conference, 2019 | 1 | 2019 |