Julissa Giuliana Villanueva Llerena
Julissa Giuliana Villanueva Llerena
PhD student in Computer Science, Institute of Mathematics and Statistics, University of S„o Paulo
Verified email at ime.usp.br
Title
Cited by
Cited by
Year
On using sum-product networks for multi-label classification
JV Llerena, DD MauŠ
2017 Brazilian Conference on Intelligent Systems (BRACIS), 25-30, 2017
62017
Tractable inference in credal sentential decision diagrams
L Mattei, A Antonucci, DD MauŠ, A Facchini, JV Llerena
International Journal of Approximate Reasoning 125, 26-48, 2020
42020
Robust analysis of map inference in selective sum-product networks
JGV Llerena, DD MauŠ
International Symposium on Imprecise Probabilities: Theories and†…, 2019
42019
Efficient algorithms for robustness analysis of maximum a posteriori inference in selective sum-product networks
JV Llerena, DD MauŠ
International Journal of Approximate Reasoning 126, 158-180, 2020
22020
Cautious Classification with Data Missing Not at Random Using Generative Random Forests
JV Llerena, DD MauŠ, A Antonucci
European Conference on Symbolic and Quantitative Approaches with Uncertainty†…, 2021
2021
Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models
JV Llerena, DD MauŠ
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13740†…, 2020
2020
Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models.
JV Llerena
IJCAI, 5210-5211, 2020
2020
Global Sensitivity Analysis of MAP inference in Selective Sum-Product Networks
JV Llerena, D MauŠ
LatinX in AI Research at ICML 2019, 2019
2019
Multi-label classification based on sum-product networks
JGV Llerena
Universidade de S„o Paulo, 2017
2017
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