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Selective Classification Under Distribution Shifts

Selective Classification Under Distribution Shifts

8 May 2024
Hengyue Liang
Le Peng
Ju Sun
    UQCV
ArXiv (abs)PDFHTML

Papers citing "Selective Classification Under Distribution Shifts"

2 / 2 papers shown
Title
Selective Risk Certification for LLM Outputs via Information-Lift Statistics: PAC-Bayes, Robustness, and Skeleton Design
Selective Risk Certification for LLM Outputs via Information-Lift Statistics: PAC-Bayes, Robustness, and Skeleton Design
Sanjeda Akter
Ibne Farabi Shihab
Anuj Sharma
168
0
0
16 Sep 2025
A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
Han Zhou
Jordy Van Landeghem
Teodora Popordanoska
Matthew B. Blaschko
544
5
0
20 Oct 2024
1