Publications

Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis D. Mauá, Fabio Gagliardi Cozman (2023). Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. Progress in Artificial Intelligence.
Tiago Madeira, Denis D. Mauá (2022). Tractable Mode-Finding in Sum-Product Networks with Gaussian Leaves. Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional.
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Julissa Villanueva, Denis D. Mauá (2022). Tractable Classification with Non-Ignorable Missing Data Using Generative Random Forests. Anais do X Symposium on Knowledge Discovery, Mining and Learning.
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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 D. 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 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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