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.
Thus, an approximate total cost for FRInGe is CFRInGe ≈T[(1 +K)C fwd + (2 +K)C bwd]
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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.