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kohpangwei / influence-release

MIT License
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Adapting this approach to regressions tasks not just classification #24

Open Helaly96 opened 2 years ago

Helaly96 commented 2 years ago

Will this out of the box work with regressions tasks instead of classification. or will the Influence values not be as descriptive as in the case of classification

hslyu commented 5 months ago

@Helaly96 Theoretically, IFs can be applied to any parametric risk-minimization problem including classifications, segmentations, transformers, and regressions. I implemented an alternative IF (GIF) in the paper using this repo.