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cs.LG2025
Disparate Conditional Prediction in Multiclass Classifiers
Sivan Sabato, Eran Treister, Elad Yom-Tov
We propose methods for auditing multiclass classifiers for fairness under multiclass equalized odds,by estimating the deviation from equalized odds when the classifier is not compl…
cs.LG2024
Generating medical screening questionnaires through analysis of social media data
Ortal Ashkenazi, Elad Yom-Tov, Liron Vardi David
Screening questionnaires are used in medicine as a diagnostic aid. Creating them is a long and expensive process, which could potentially be improved through analysis of social med…