Luben M. C. Cabezas

11 papers A 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression. CoRR Luben M. C. Cabezas, Sabina J. Sloman, Bruno M. Resende, Fanyi Wu, Michele Caprio, Rafael Izbicki
2026	J	`jnl`	Conformal Calibration of Statistical Confidence Sets. Trans. Mach. Learn. Res. Luben M. C. Cabezas, Guilherme Soares, Thiago R. Ramos, Rafael Bassi Stern, Rafael Izbicki
2026	J	`jnl`	LoBoost: Fast Model-Native Local Conformal Prediction for Gradient-Boosted Trees. CoRR Vagner S. Santos, Victor Coscrato, Luben M. C. Cabezas, Rafael Izbicki, Thiago R. Ramos
2025	J	`jnl`	CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference. CoRR Luben M. C. Cabezas, Vagner S. Santos, Thiago R. Ramos, Pedro L. C. Rodrigues, Rafael Izbicki
2025	J	`jnl`	Conformal Prediction for Compositional Data. CoRR Lucas P. Amaral, Luben M. C. Cabezas, Thiago R. Ramos, Gustavo H. G. A. Pereira
2025	A	`conf`	Epistemic Uncertainty in Conformal Scores: A Unified Approach. UAI Luben M. C. Cabezas, Vagner S. Santos, Thiago R. Ramos, Rafael Izbicki
2025	J	`jnl`	Epistemic Uncertainty in Conformal Scores: A Unified Approach. CoRR Luben M. C. Cabezas, Vagner S. Santos, Thiago R. Ramos, Rafael Izbicki
2025	J	`jnl`	Regression trees for fast and adaptive prediction intervals. Inf. Sci. Luben M. C. Cabezas, Mateus P. Otto, Rafael Izbicki, Rafael Bassi Stern
2024	J	`jnl`	Regression Trees for Fast and Adaptive Prediction Intervals. CoRR Luben M. C. Cabezas, Mateus P. Otto, Rafael Izbicki, Rafael Bassi Stern
2023	J	`jnl`	Hierarchical clustering: Visualization, feature importance and model selection. Appl. Soft Comput. Luben M. C. Cabezas, Rafael Izbicki, Rafael Bassi Stern
2021	J	`jnl`	Hierarchical clustering: visualization, feature importance and model selection. CoRR Luben M. C. Cabezas, Rafael Izbicki, Rafael Bassi Stern