Gradient Interpretability

Creator

Creator

Created

Created

2024 Dec 1 2:23

Editor

Editor

Edited

Edited

2025 Feb 27 15:57

Refs

Refs

Back Propagation

Weight Interpretability

Gradient Interpretabilities

Integrated Gap Gradients

Tracking dataset influence by remove noisy datapoints

Estimating Training Data Influence by Tracing Gradient Descent

We introduce a method called TracIn that computes the influence of a training example on a prediction made by the model. The idea is to trace how the loss on the test point changes during the...

Estimating Training Data Influence by Tracing Gradient Descent

https://arxiv.org/abs/2002.08484

Estimating Training Data Influence by Tracing Gradient Descent

Filter for the data to finetune based on gradient

https://arxiv.org/pdf/2402.04333

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