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prevalence estimation

3 papers

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Co-occurring keywords · papers mentioning both

ratio estimator (1) prior probability shift (1) class distribution estimation (1) classifier adaptation (1) generative probabilistic modeling (1) class distribution (1) confidence interval (1) algorithm analysis (1) distribution shift (1) bayesian inference (1)

Papers

An Equivalence Analysis of Binary Quantification Methods AAAI 2023 Quantification Under Prior Probability Shift: the Ratio Estimator and its Extensions JMLR 2019 Uncertainty-aware generative models for inferring document class prevalence EMNLP 2018