Oliveira, Roberto I.

4 publications

AISTATS 2024 BlockBoost: Scalable and Efficient Blocking Through Boosting Thiago Ramos, Rodrigo Loro Schuller, Alex Akira Okuno, Lucas Nissenbaum, Roberto I Oliveira, Paulo Orenstein

JMLR 2024 Split Conformal Prediction and Non-Exchangeable Data Roberto I. Oliveira, Paulo Orenstein, Thiago Ramos, João Vitor Romano

AAAI 2023 AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, João Vitor Romano, Rodrigo Schuller, Roberto de Beauclair Seixas, Roberto I. Oliveira, Paulo Orenstein

AISTATS 2022 ExactBoost: Directly Boosting the Margin in Combinatorial and Non-Decomposable Metrics Daniel Csillag, Carolina Piazza, Thiago Ramos, João Vitor Romano, Roberto I. Oliveira, Paulo Orenstein