Search Results for author: Maleakhi A. Wijaya

Found 1 papers, 1 papers with code

Failing Conceptually: Concept-Based Explanations of Dataset Shift

1 code implementation18 Apr 2021 Maleakhi A. Wijaya, Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik

Using two case studies (dSprites and 3dshapes), we demonstrate how CBSD can accurately detect underlying concepts that are affected by shifts and achieve higher detection accuracy compared to state-of-the-art shift detection methods.

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