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Distribution-free risk assessment of regression-based machine learning
  algorithms

Distribution-free risk assessment of regression-based machine learning algorithms

5 October 2023
Sukrita Singh
Neeraj Sarna
Yuanyuan Li
Yang Li
Agni Orfanoudaki
Michael Berger
    OOD
ArXiv (abs)PDFHTML

Papers citing "Distribution-free risk assessment of regression-based machine learning algorithms"

4 / 4 papers shown
Title
Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces
Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces
Gábor Lugosi
Marcos Matabuena
33
0
0
21 Jul 2025
Conformalized Decision Risk Assessment
Conformalized Decision Risk Assessment
Wenbin Zhou
Agni Orfanoudaki
Shixiang Zhu
OffRL
99
0
0
19 May 2025
Uncertainty quantification for intervals
Uncertainty quantification for intervals
Carlos García-Meixide
Michael R. Kosorok
Marcos Matabuena
CML
141
0
0
29 Aug 2024
Uncertainty quantification in metric spaces
Uncertainty quantification in metric spaces
Gábor Lugosi
Marcos Matabuena
164
8
0
08 May 2024
1