Gilson Y. Shimizu

According to our database, Gilson Y. Shimizu authored at least 6 papers between 2019 and 2022.

Collaborative distances:

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

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

Model interpretation using improved local regression with variable importance.

Gilson Y. Shimizu, Rafael Izbicki, André C. P. L. F. de Carvalho

CoRR, 2022

A new LDA formulation with covariates.

Gilson Y. Shimizu, Rafael Izbicki, Denis Valle

CoRR, 2022

2020

CD-split: efficient conformal regions in high dimensions.

Rafael Izbicki, Gilson Y. Shimizu, Rafael Bassi Stern

CoRR, 2020

Flexible distribution-free conditional predictive bands using density estimators.

Rafael Izbicki, Gilson Y. Shimizu, Rafael Bassi Stern

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Distribution-free conditional predictive bands using density estimators.

Rafael Izbicki, Gilson Y. Shimizu, Rafael Bassi Stern

CoRR, 2019