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Unmasking Removal-Budget Confounding: A Matched Operating-Point Evaluation Framework for Adaptive Data Cleaning
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Researchers identify "removal-budget confounding" in adaptive data cleaning, where automated filtering shifts model validation metrics.
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