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João Vitor Romano

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Journal Articles

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2024
[j1]
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  - journals/jmlr/0001ORR24
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Roberto I. Oliveira, Paulo Orenstein, Thiago Ramos, João Vitor Romano:
Split Conformal Prediction and Non-Exchangeable Data. J. Mach. Learn. Res. 25: 225:1-225:38 (2024)

Conference and Workshop Papers

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2023
[c2]
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  - conf/aaai/CsillagPRRSSOO23
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Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, João Vitor Romano, Rodrigo Schuller, Roberto de Beauclair Seixas, Roberto I. Oliveira, Paulo Orenstein:
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification. AAAI 2023: 15494-15502
2022
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Daniel Csillag, Carolina Piazza, Thiago Ramos, João Vitor Romano, Roberto I. Oliveira, Paulo Orenstein:
ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics. AISTATS 2022: 9017-9049

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