Approximation complexity of maximum a posteriori inference in sum-product networks D Conaty, DD Mauá, CP De Campos arXiv preprint arXiv:1703.06045, 2017 | 35 | 2017 |
Credal sum-product networks DD Mauá, FG Cozman, D Conaty, CP Campos Proceedings of the Tenth International Symposium on Imprecise Probability …, 2017 | 30 | 2017 |
Robustifying sum-product networks DD Mauá, D Conaty, FG Cozman, K Poppenhaeger, CP de Campos International Journal of Approximate Reasoning 101, 163-180, 2018 | 29 | 2018 |
A hierarchy of sum-product networks using robustness D Conaty, JM del Rincon, CP de Campos International Journal of Approximate Reasoning 113, 245-255, 2019 | 7 | 2019 |
Cascading sum-product networks using robustness D Conaty, JM Del Rincon, CP De Campos International Conference on Probabilistic Graphical Models, 73-84, 2018 | 7 | 2018 |
Robustness in Sum-Product Networks with continuous and categorical data R de Wit, CP de Campos, D Conaty, JM del Rincon International Symposium on Imprecise Probabilities: Theories and …, 2019 | 1 | 2019 |
Robustness in sum-product networks: from measurement to ensembles. D Conaty Queen's University Belfast, 2021 | | 2021 |