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AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models

In real-world applications when deploying Machine Learning (ML) models, initial model development includes close analysis of the model results and behavior by a data scientist. Once trained, however, models may need to be retrained with new data or updated to adhere to new rules or regulations. This presents two chall…