Conaty, Diarmaid ; Martínez del Rincon, Jesús ; de Campos, Cassio P Conaty , D , Martínez del Rincon , J & de Campos , C P 2019 , ' A hierarchy of sum-product networks using robustness ' , International Journal of Approximate Reasoning , vol. 113 , pp. 245-255 . https://doi.org/10.1016/j.ijar.2019.07.007.
,
2019
de Wit, Rob C ; de Campos, Cassio P ; Conaty, Diarmaid. de Wit , R C , de Campos , C P , Conaty , D & Martínez del Rincon , J 2019 , Robustness in sum-product networks with continuous and categorical data . in J De Bock , C P de Campos , G de Cooman , E Quaeghebeur & G Wheeler (eds) , Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications . Proceedings of Machine Learning Research , vol. 103 , PMLR , pp. 156-158 , 11th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2019 , Ghent , Belgium , 3/07/19 ..
,
2019
Conaty, Diarmaid ; Martinez del Rincon, Jesus ; de Campos, Cassio P Conaty , D , Martinez del Rincon , J & de Campos , C P 2019 , ' A hierarchy of sum-product networks using robustness ' , International Journal of Approximate Reasoning , vol. 113 , pp. 245-255 . https://doi.org/10.1016/j.ijar.2019.07.007.
,
2019
de Wit, Rob ; de Campos, Cassio P ; Conaty, Diarmaid. de Wit , R , de Campos , C P , Conaty , D & Martinez del Rincon , J 2019 , Robustness in Sum-Product Networks with continuous and categorical data . in International symposium on imprecise probabilities . vol. 103 , pp. 156-158 , International symposium on imprecise probabilities , Ghent , Belgium , 03/07/2019 ..
,
2019
Conaty, Diarmaid ; Polpo de Campos, Cassio ; Martinez del Rincon, Jesus Conaty , D , Polpo de Campos , C & Martinez del Rincon , J 2018 , ' Cascading Sum-Product Networks using Robustness ' , Paper presented at International Conference on Probabilistic Graphical Models , Prague , Czech Republic , 11/09/2018 - 14/09/2018 ..
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2018
Conaty, Diarmaid ; Maua, Denis D ; de Campos, Casio P Conaty , D , Maua , D D & de Campos , C P 2017 , Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks . in Proceedings of The 33rd Conference on Uncertainty in Artificial Intelligence . AUAI , The 33rd Conference on Uncertainty in Artificial Intelligence (UAI) , Sydney , New South Wales , Australia , 12/08/2017 ..
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2017
Maua, Denis Deratani ; Cozman, Fabio Gagli ; Conaty, Diarmaid. Maua , D D , Cozman , F G , Conaty , D & de Campos , C P 2017 , Credal Sum-Product Networks . in ISIPTA'17: Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications . Proceedings of Machine Learning Research , vol. 62 , pp. 205-216 , Tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17) , Lugano , Switzerland , 10/07/2017 ..
,
2017
