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20232025
most citedMINTY: Rule-based Models that Minimize the Need for Imputing Features with Missing Values

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cs.LG2025

Prediction Models That Learn to Avoid Missing Values

Lena Stempfle, Anton Matsson, Newton Mwai +1

Handling missing values at test time is challenging for machine learning models, especially when aiming for both high accuracy and interpretability. Established approaches often ad…