Rafael Izbicki
Scholar

Rafael Izbicki

Google Scholar ID: IldCv5AAAAAJ
Federal University of São Carlos
StatisticsMachine LearningNonparametric MethodsHigh-dimensional InferenceData Science
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,164
 
H-index
27
 
i10-index
46
 
Publications
20
 
Co-authors
73
list available
Contact
No contact links provided.
Publications
13 items
Benchmarking Tabular Foundation Models for Conditional Density Estimation in Regression
2026
Cited
0
Trustworthy predictive distributions for rare events via diagnostic transport maps
2026
Cited
0
CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression
2026
Cited
0
LOCUS: A Distribution-Free Loss-Quantile Score for Risk-Aware Predictions
2026
Cited
0
LoBoost: Fast Model-Native Local Conformal Prediction for Gradient-Boosted Trees
2026
Cited
0
DiNo and RanBu: Lightweight Predictions from Shallow Random Forests
2025
Cited
0
CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference
2025
Cited
0
Trustworthy scientific inference for inverse problems with generative models
2025
Cited
0
Resume (English only)
Co-authors
73 total
Ann B. Lee
Ann B. Lee
Department of Statistics & Data Science and the Machine Learning Department, Carnegie Mellon
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Julio Michael Stern
Julio Michael Stern
Professor of Applied Mathematics, University of Sao Paulo
Co-author 6
Co-author 6
Niccolò Dalmasso
Niccolò Dalmasso
J.P. Morgan AI Research
Co-author 8
Co-author 8