Rafael Bassi Stern

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 16

Top Topics

Density Estimation

Hypothesis Test

Hierarchical Clustering

Model Selection

Top Venues

Int. J. Approx. Reason.

J. Mach. Learn. Res.

Publications

Luben M. C. Cabezas, Mateus P. Otto, Rafael Izbicki, Rafael Bassi Stern
Regression Trees for Fast and Adaptive Prediction Intervals. CoRR (2024)
Luís Gustavo Esteves, Rafael Izbicki, Julio Michael Stern, Rafael Bassi Stern
Logical coherence in Bayesian simultaneous three-way hypothesis tests. Int. J. Approx. Reason. 152 (2023)
Gustavo Grivol, Rafael Izbicki, Alex A. Okuno, Rafael Bassi Stern
Flexible conditional density estimation for time series. CoRR (2023)
Luben M. C. Cabezas, Rafael Izbicki, Rafael Bassi Stern
Hierarchical clustering: Visualization, feature importance and model selection. Appl. Soft Comput. 141 (2023)
Rafael Izbicki, Gilson Y. Shimizu, Rafael Bassi Stern
CD-split and HPD-split: Efficient Conformal Regions in High Dimensions. J. Mach. Learn. Res. 23 (2022)
Ruobin Gong, Joseph B. Kadane, Mark J. Schervish, Teddy Seidenfeld, Rafael Bassi Stern
Learning and total evidence with imprecise probabilities. Int. J. Approx. Reason. 151 (2022)
Luben M. C. Cabezas, Rafael Izbicki, Rafael Bassi Stern
Hierarchical clustering: visualization, feature importance and model selection. CoRR (2021)
Rafael Izbicki, Gilson T. Shimizu, Rafael Bassi Stern
Flexible distribution-free conditional predictive bands using density estimators. AISTATS (2020)
Rafael Izbicki, Gilson T. Shimizu, Rafael Bassi Stern
CD-split: efficient conformal regions in high dimensions. CoRR (2020)
Rafael Izbicki, Gilson T. Shimizu, Rafael Bassi Stern
Distribution-free conditional predictive bands using density estimators. CoRR (2019)
Marco Henrique de Almeida Inácio, Rafael Izbicki, Rafael Bassi Stern
Conditional independence testing: a predictive perspective. CoRR (2019)
Luís Gustavo Esteves, Rafael Izbicki, Julio Michael Stern, Rafael Bassi Stern
Pragmatic Hypotheses in the Evolution of Science. Entropy 21 (9) (2019)
Afonso Fernandes Vaz, Rafael Izbicki, Rafael Bassi Stern
Quantification Under Prior Probability Shift: the Ratio Estimator and its Extensions. J. Mach. Learn. Res. 20 (2019)
Afonso Fernandes Vaz, Rafael Izbicki, Rafael Bassi Stern
Quantification under prior probability shift: the ratio estimator and its extensions. CoRR (2018)
Julio Michael Stern, Rafael Izbicki, Luís Gustavo Esteves, Rafael Bassi Stern
Logically-consistent hypothesis testing and the hexagon of oppositions. Log. J. IGPL 25 (5) (2017)
Luís Gustavo Esteves, Rafael Izbicki, Julio Michael Stern, Rafael Bassi Stern
The Logical Consistency of Simultaneous Agnostic Hypothesis Tests. Entropy 18 (7) (2016)
Rafael Izbicki, Rafael Bassi Stern
Learning with many experts: model selection and sparsity. CoRR (2014)
Rafael Izbicki, Rafael Bassi Stern
Learning with many experts: Model selection and sparsity. Stat. Anal. Data Min. 6 (6) (2013)