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06/02/2023
Streaming algorithms for evaluating noisy judges on unlabeled data – binary classification
The evaluation of noisy binary classifiers on unlabeled data is treated ...
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10/28/2020
Independence Tests Without Ground Truth for Noisy Learners
Exact ground truth invariant polynomial systems can be written for arbit...
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06/15/2020
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms
Binary classification is widely used in ML production systems. Monitorin...
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06/17/2019