ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics. - Daniel Csillag; Carolina Piazza; Thiago Ramos; João Vitor Romano; Roberto I. Oliveira 001; Paulo Orenstein (AISTATS, 2022)

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 001; Paulo Orenstein (AAAI, 2023)

Split Conformal Prediction and Non-Exchangeable Data. - Roberto I. Oliveira 001; Paulo Orenstein; Thiago Ramos; João Vitor Romano (J. Mach. Learn. Res., 2024)