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Assessing ML Model Robustness with Item Response TheoryPast work revisited key concepts of model robustness, such as difficulty using item response theory (IRT) and behavioral taxonomies of ML techniques. Robustness was examined through noise ...
Item Response Theory (IRT) and psychometrics are essential fields in the measurement of psychological constructs, educational assessments, and health outcomes. IRT provides a framework for ...
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