| On using sum-product networks for multi-label classification JV Llerena, DD Mauá 2017 Brazilian Conference on Intelligent Systems (BRACIS), 25-30, 2017 | 13 | 2017 |
| Tractable inference in credal sentential decision diagrams L Mattei, A Antonucci, DD Mauá, A Facchini, JV Llerena International Journal of Approximate Reasoning 125, 26-48, 2020 | 11 | 2020 |
| Robust analysis of map inference in selective sum-product networks JGV Llerena, DD Mauá International Symposium on Imprecise Probabilities: Theories and …, 2019 | 5 | 2019 |
| Efficient algorithms for robustness analysis of maximum a posteriori inference in selective sum-product networks JV Llerena, DD Mauá International Journal of Approximate Reasoning 126, 158-180, 2020 | 3 | 2020 |
| Cautious classification with data missing not at random using generative random forests JV Llerena, DD Mauá, A Antonucci European Conference on Symbolic and Quantitative Approaches with Uncertainty …, 2021 | 2 | 2021 |
| Qualitative global sensitivity analysis for probabilistic circuits JGV Llerena Universidade de São Paulo, 2023 | | 2023 |
| Predictive uncertainty estimation for tractable deep probabilistic models JV Llerena Proceedings of the Twenty-Ninth International Conference on International …, 2021 | | 2021 |
| Efficient predictive uncertainty estimators for deep probabilistic models JV Llerena, DD Mauá Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13740 …, 2020 | | 2020 |
| Global Sensitivity Analysis of MAP inference in Selective Sum-Product Networks JV Llerena, DD Mauá LatinX in AI Research at ICML 2019, 2019 | | 2019 |
| Multi-label classification based on sum-product networks JGV Llerena Universidade de São Paulo, 2017 | | 2017 |
Denis Deratani MauáProfessor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de SãoDirección de correo verificada de usp.br
