Amélie Levray

According to our database, Amélie Levray authored at least 12 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Possibilistic Networks: Computational Analysis of MAP and MPE Inference.

Amélie Levray, Salem Benferhat, Karim Tabia

Int. J. Artif. Intell. Tools, 2020

Learning Credal Sum-Product Networks.

Amélie Levray, Vaishak Belle

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Learning Tractable Probabilistic Models in Open Worlds.

Amélie Levray, Vaishak Belle

CoRR, 2019

A complexity analysis of MPE inference in possibilistic networks.

Salem Benferhat, Karim Tabia, Amélie Levray

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Qualitative conditioning in an interval-based possibilistic setting.

Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia

Fuzzy Sets Syst., 2018

Possibilistic Networks: MAP Query and Computational Analysis.

Salem Benferhat, Amélie Levray, Karim Tabia

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

Approximating MAP Inference in Credal Networks Using Probability-Possibility Transformations.

Salem Benferhat, Amélie Levray, Karim Tabia

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Learning the Parameters of Possibilistic Networks from Data: Empirical Comparison.

Maroua Haddad, Philippe Leray, Amélie Levray, Karim Tabia

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

2016

Set-Valued Conditioning in a Possibility Theory Setting.

Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Probability-Possibility Transformations: Application to Credal Networks.

Salem Benferhat, Amélie Levray, Karim Tabia

Proceedings of the Scalable Uncertainty Management - 9th International Conference, 2015

Compatible-Based Conditioning in Interval-Based Possibilistic Logic.

Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models.

Salem Benferhat, Amélie Levray, Karim Tabia

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015