Search Results for author: Aditya Aniruddha Shrotri

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Constraint-Driven Explanations of Black-Box ML Models

no code implementations1 Jan 2021 Aditya Aniruddha Shrotri, Nina Narodytska, Alexey Ignatiev, Joao Marques-Silva, Kuldeep S. Meel, Moshe Vardi

Modern machine learning techniques have enjoyed widespread success, but are plagued by lack of transparency in their decision making, which has led to the emergence of the field of explainable AI.

Decision Making

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