Julissa Villanueva Llerena

According to our database, Julissa Villanueva Llerena authored at least 7 papers between 2017 and 2021.

Collaborative distances:

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

2021

Cautious Classification with Data Missing Not at Random Using Generative Random Forests.

Julissa Villanueva Llerena, Denis Deratani Mauá, Alessandro Antonucci

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2021

2020

Tractable inference in credal sentential decision diagrams.

Lilith Mattei, Alessandro Antonucci, Denis Deratani Mauá, Alessandro Facchini, Julissa Villanueva Llerena

Int. J. Approx. Reason., 2020

Efficient algorithms for robustness analysis of maximum a posteriori inference in selective sum-product networks.

Julissa Villanueva Llerena, Denis Deratani Mauá

Int. J. Approx. Reason., 2020

Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models.

Julissa Villanueva Llerena

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models.

Julissa Villanueva Llerena, Denis Deratani Mauá

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Robust Analysis of MAP Inference in Selective Sum-Product Networks.

Julissa Giuliana Villanueva Llerena, Denis Deratani Mauá

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

2017

On Using Sum-Product Networks for Multi-label Classification.

Julissa Villanueva Llerena, Denis Deratani Mauá

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017