Hey world! π Iβm Shahaf, a PhD student at the Hebrew University of Jerusalem, working under the supervision of Prof. Guy Katz.
Iβm trying to figure out how machine learning models actually work π€ and help users better understand and trust their decisions (in academic terms: my work falls under the broader field of "explainability and/or interpretability"). My main focus is on explanations with formally provable guarantees β
β aiming for explanations that are truly reliable and trustworthy. My research covers both the theoretical and the practical sides of this field.
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