Algorithms for abstention, calibration and domain adaptation to label shift.
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Nov 14, 2020 - Python
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abstention
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We show that a model owner can artificially introduce uncertainty into their model and provide a corresponding detection mechanism.
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Jun 2, 2025 - Jupyter Notebook
Data visualization site on abstention from legislative elections in France
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Dec 12, 2024 - HTML
Code for our paper analyzing the looseness of the upper bound on selective classification performance.
machine-learning uncertainty-quantification rejection abstention selective-classification selective-prediction
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Nov 18, 2025 - Jupyter Notebook
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