3 papers
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.SI2025
Tracking COVID-19 using online search
Vasileios Lampos, Maimuna S. Majumder, Elad Yom-Tov +6
Previous research has demonstrated that various properties of infectious diseases can be inferred from online search behaviour. In this work we use time series of online search que…
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…