Publications

Luis Moneda, Denis D. Mauá (2022). Time Robust Trees: Using Temporal Invariance to Improve Generalization. Intelligent Systems.
Marcos Menon José, Marcelo Archanjo José, Denis D. Mauá, Fábio Gagliardi Cozman (2022). Integrating Question Answering and Text-to-SQL in Portuguese. Computational Processing of the Portuguese Language.
Ângelo Gregório Lovatto, Leliane Nunes De Barros, Denis D. Mauá (2022). Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study. Intelligent Systems.
Maria Clara Saad Menezes, Diego Vinicius Santinelli Pestana, Juliana Carvalho Ferreira, Carlos Roberto Ribeiro De Carvalho, Marcelo Consorti Felix, Izabel Oliva Marcilio, Katia Regina Da Silva, Vilson Cobello Junior, Julio Flavio Marchini, Julio Cesar Alencar, Luz Marina Gomez Gomez, Denis D. Mauá, Heraldo Possolo Souza, Emergency USP COVID-19 Group, HCFMUSP COVID-19 Study Group (2022). Distinct Outcomes in COVID-19 Patients with Positive or Negative RT-PCR Test. Viruses.
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Daniel Dias, Leliane N. De Barros, Karina v. Delgado, Denis D. Mauá (2022). Differentiable Planning with Indefinite Horizon. Anais do X Symposium on Knowledge Discovery, Mining and Learning.
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Alan Pennacchio, Leliane Barros, Denis D. Mauá (2022). Differentiable Planning for Optimal Liquidation. Anais do I Brazilian Workshop on Artificial Intelligence in Finance.
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Renato Lui Geh, Denis D. Mauá (2021). Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging. Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence.
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Renato Lui Geh, Denis Deratani Mauá (2021). Fast And Accurate Learning of Probabilistic Circuits by Random Projections. Proceedings of the 4th Workshop on Tractable Probabilistic Modeling.
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Daniel A. Melo Moreira, Karina Valdivia Delgado, Leliane Nunes De Barros, Denis D. Mauá (2021). Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget. International Journal of Approximate Reasoning.
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Julissa Giuliana Villanueva Llerena, Denis Deratani Mauá, Alessandro Antonucci (2021). Cautious Classification with Data Missing Not at Random using Generative Random Forests. Proceedings of the Sixteenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty.
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