Diarmaid Conaty

According to our database, Diarmaid Conaty authored at least 7 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Robustness in sum-product networks: from measurement to ensembles.

Diarmaid Conaty

PhD thesis, 2021

2019

A hierarchy of sum-product networks using robustness.

Diarmaid Conaty, Jesús Martínez del Rincón, Cassio P. de Campos

Int. J. Approx. Reason., 2019

Robustness in Sum-Product Networks with Continuous and Categorical Data.

Rob Wit, Cassio P. de Campos, Diarmaid Conaty, Jesús Martínez del Rincón

Proceedings of the International Symposium on Imprecise Probabilities: Theories and Applications, 2019

2018

Robustifying sum-product networks.

Denis Deratani Mauá, Diarmaid Conaty, Fábio Gagliardi Cozman, Katja Poppenhaeger, Cassio Polpo de Campos

Int. J. Approx. Reason., 2018

Cascading Sum-Product Networks using Robustness.

Diarmaid Conaty, Jesús Martínez del Rincón, Cassio P. de Campos

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

2017

Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks.

Diarmaid Conaty, Cassio P. de Campos, Denis Deratani Mauá

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Credal Sum-Product Networks.

Denis Deratani Mauá, Fábio Gagliardi Cozman, Diarmaid Conaty, Cassio P. de Campos

Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017