Homeostasis phenomenon in conformal prediction and predictive distribution functions

DOI10.1016/j.ijar.2021.09.001OpenAlexW3200039495MaRDI QIDQ2069038

Zheshi Zheng, Min-ge Xie

Publication date: 20 January 2022

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2021.09.001

zbMATH Keywords

confidencerobustnessmachine learningmodel mis-specificationpredictive distribution

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Uses Software

• conformalInference

Cites Work

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• Leveraging the Fisher Randomization Test using Confidence Distributions: Inference, Combination and Fusion Learning
• Prediction, Estimation, and Attribution
• Confidence Curves: An Omnibus Technique for Estimation and Testing Statistical Hypotheses

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