Machine Learning Model Drift Detection Via Weak Data Slices

Samuel Ackerman, Parijat Dube, Eitan Farchi, Orna Raz, Marcel Zalmanovici. Machine Learning Model Drift Detection Via Weak Data Slices. In 3rd IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest@ICSE 2021, Madrid, Spain, June 1, 2021. pages 1-8, IEEE, 2021. [doi]

Abstract

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