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09/14/2023
Beta quantile regression for robust estimation of uncertainty in the presence of outliers
Quantile Regression (QR) can be used to estimate aleatoric uncertainty i...
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08/26/2022
Learning From Positive and Unlabeled Data Using Observer-GAN
The problem of learning from positive and unlabeled data (A.K.A. PU lear...
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09/20/2021
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection
Despite impressive state-of-the-art performance on a wide variety of mac...
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02/26/2020