Articles with "slice finding" as a keyword



AttributionScanner: A Visual Analytics System for Model Validation With Metadata-Free Slice Finding

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Published in 2024 at "IEEE Transactions on Visualization and Computer Graphics"

DOI: 10.1109/tvcg.2025.3546644

Abstract: Data slice finding is an emerging technique for validating machine learning (ML) models by identifying and analyzing subgroups in a dataset that exhibit poor performance, often characterized by distinct feature sets or descriptive metadata. However,… read more here.

Keywords: slice finding; analytics system; model; visual analytics ... See more keywords