BISE extracts bias-free subnetworks from conventionally trained models via pruning, enabling debiased operation without retraining or additional data.
Bias in pruned vision models: In-depth analysis and counter- measures
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Bias In, Bias Out? Finding Unbiased Subnetworks in Vanilla Models
BISE extracts bias-free subnetworks from conventionally trained models via pruning, enabling debiased operation without retraining or additional data.