A study on relationship between prediction uncertainty and robustness to noisy data

DOI10.1080/00207721.2023.2169059zbMath1520.93539MaRDI QIDQ6164450

Unnamed Author, Han Liu, Xi-Zhao Wang

Publication date: 4 July 2023

Published in: International Journal of Systems Science (Search for Journal in Brave)

zbMATH Keywords

uncertaintynoisy dataclassification accuracytemperature parametersoftmax function

Mathematics Subject Classification ID

Sensitivity (robustness) (93B35) Stochastic systems in control theory (general) (93E03)

Cites Work

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• Lectures on the nearest neighbor method
• Class noise vs. attribute noise: A quantitative study of their impacts

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