Prior Shift Using the Ratio Estimator

DOI10.1007/978-3-319-91143-4_3zbMath1397.62142OpenAlexW2837133554MaRDI QIDQ4689176

A. F. Vaz, Rafael B. Stern, Rafael Izbicki

Publication date: 15 October 2018

Published in: Springer Proceedings in Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-91143-4_3

zbMATH Keywords

quantificationratio estimatormachine learningprior shift

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Density estimation (62G07) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

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Uses Software

• UCI-ml

Cites Work

• Semi-supervised learning of class balance under class-prior change by distribution matching
• On optimizing the sum of the Rayleigh quotient and the generalized Rayleigh quotient on the unit sphere
• Photo-\(z\) estimation: an example of nonparametric conditional density estimation under selection bias
• Learning with many experts: Model selection and sparsity

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