FRInGe enhances Integrated Gradients by integrating gradients along Fisher-Rao geodesics in predictive distribution space using a max-entropy reference, improving calibration metrics on ImageNet models.
A new baseline assumption of integated gradients based on shaply value
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FRInGe: Distribution-Space Integrated Gradients with Fisher--Rao Geometry
FRInGe enhances Integrated Gradients by integrating gradients along Fisher-Rao geodesics in predictive distribution space using a max-entropy reference, improving calibration metrics on ImageNet models.