Luben M. C. Cabezas

According to our database, Luben M. C. Cabezas authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Conformal Prediction via Transported Beta Laws.

Thiago R. Ramos, Helton Graziadei, Luben M. C. Cabezas

CoRR, May, 2026

CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression.

Luben M. C. Cabezas, Sabina J. Sloman, Bruno M. Resende, Fanyi Wu, Michele Caprio, Rafael Izbicki

CoRR, March, 2026

LoBoost: Fast Model-Native Local Conformal Prediction for Gradient-Boosted Trees.

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

CoRR, February, 2026

Conformal Calibration of Statistical Confidence Sets.

Luben M. C. Cabezas, Guilherme Soares, Thiago R. Ramos, Rafael Bassi Stern, Rafael Izbicki

Trans. Mach. Learn. Res., 2026

2025

Conformal Prediction for Compositional Data.

Lucas P. Amaral, Luben M. C. Cabezas, Thiago R. Ramos, Gustavo H. G. A. Pereira

CoRR, November, 2025

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference.

Luben M. C. Cabezas, Vagner S. Santos, Thiago R. Ramos, Pedro L. C. Rodrigues, Rafael Izbicki

CoRR, August, 2025

Regression trees for fast and adaptive prediction intervals.

Luben M. C. Cabezas, Mateus P. Otto, Rafael Izbicki, Rafael Bassi Stern

Inf. Sci., 2025

Epistemic Uncertainty in Conformal Scores: A Unified Approach.

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

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2023

Hierarchical clustering: Visualization, feature importance and model selection.

Luben M. C. Cabezas, Rafael Izbicki, Rafael Bassi Stern

Appl. Soft Comput., July, 2023