TPV: Parameter Perturbations Through the Lens of Test Prediction Variance

Devansh Arpit

We introduce test prediction variance (TPV)--the first-order sensitivity of a trained model's outputs to parameter perturbations--as a unifying framework for analyzing post-trainin…