Publications

Júlio César Garcia De Alencar, Juliana Martes Sternlicht, Alicia Dudy Muller Veiga, Julio Flávio Meirelles Marchini, Juliana Carvalho Ferreira, Carlos Roberto Ribeiro De Carvalho, Izabel Marcilio, Katia Regina Da Silva, Vilson Cobello Junior, Marcelo Consorti Felix, Luz Marina Gomez Gomez, Heraldo Possolo De Souza, Denis Deratani Mauá, Emergency USP COVID Group, HCFMUSP COVID-19 Study Group (2022). Timing to Intubation COVID-19 Patients: Can We Put It Off until Tomorrow?. Healthcare.
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Luis Moneda, Denis Mauá (2022). Time Robust Trees: Using Temporal Invariance to Improve Generalization. Intelligent Systems.
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Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá, Fábio Gagliardi Cozman (2022). Integrating Question Answering and Text-to-SQL in Portuguese. Computational Processing of the Portuguese Language.
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Ângelo Gregório Lovatto, Leliane Nunes De Barros, Denis D. Mauá (2022). Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study. Intelligent Systems.
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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 Deratani 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 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. Proceedings of the 1st Brazilian Workshop on Artificial Intelligence in Finance.
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Renato Lui Geh, Denis Deratani Mauá (2021). Learning Probabilistic Sentential Decision Diagrams under Logic Constraints by Sampling and Averaging. Proceedings of the 37th 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 Deratani Mauá (2021). Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget. International Journal of Approximate Reasoning.
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