Thiago Ramos

According to our database, Thiago Ramos authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Epistemic Uncertainty in Conformal Scores: A Unified Approach.

Luben M. C. Cabezas, Vagner S. Santos, Thiago Ramos, Rafael Izbicki

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification.

Alek Fröhlich, Thiago Ramos, Gustavo Motta Cabello Dos Santos, Isabela Panzeri Carlotti Buzatto, Rafael Izbicki, Daniel Guimarães Tiezzi

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Split Conformal Prediction and Non-Exchangeable Data.

Roberto I. Oliveira, Paulo Orenstein, Thiago Ramos, João Vitor Romano

J. Mach. Learn. Res., 2024

PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification.

Alek Fröhlich, Thiago Ramos, Gustavo Cabello, Isabela Buzatto, Rafael Izbicki, Daniel Guimarães Tiezzi

CoRR, 2024

BlockBoost: Scalable and Efficient Blocking through Boosting.

Thiago Ramos, Rodrigo Loro Schuller, Alex Akira Okuno, Lucas Nissenbaum, Roberto I Oliveira, Paulo Orenstein

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022