Distribution-free conditional predictive bands using density estimators. - Rafael Izbicki; Gilson Y. Shimizu; Rafael Bassi Stern (CoRR, 2019)

Flexible distribution-free conditional predictive bands using density estimators. - Rafael Izbicki; Gilson Y. Shimizu; Rafael Bassi Stern (AISTATS, 2020)

CD-split: efficient conformal regions in high dimensions. - Rafael Izbicki; Gilson Y. Shimizu; Rafael Bassi Stern (CoRR, 2020)

Model interpretation using improved local regression with variable importance. - Gilson Y. Shimizu; Rafael Izbicki; André C. P. L. F. de Carvalho (CoRR, 2022)

CD-split and HPD-split: Efficient Conformal Regions in High Dimensions. - Rafael Izbicki; Gilson Y. Shimizu; Rafael Bassi Stern (J. Mach. Learn. Res., 2022)

A new LDA formulation with covariates. - Gilson Y. Shimizu; Rafael Izbicki; Denis Valle (Commun. Stat. Simul. Comput., 2024)