How Much is the Black Box? The Value of Explainability in Machine Learning Models

Jonas Wanner, Lukas-Valentin Herm, Christian Janiesch. How Much is the Black Box? The Value of Explainability in Machine Learning Models. In Frantz Rowe, Redouane El Amrani, Moez Limayem, Sue Newell, Nancy Pouloudi, Eric van Heck, Ali El Quammah, editors, 28th European Conference on Information Systems - Liberty, Equality, and Fraternity in a Digitizing World, ECIS 2020, Marrakech, Morocco, June 15-17, 2020. 2020. [doi]

Abstract

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