2021
Influence Decompositions For Neural Network Attribution
AISTATS 2021poster
Methods of neural network attribution have emerged out of a necessity for explanation and accountability in the predictions of black-box neural models. Most approaches use a variation of sensitivity analysis, where individual input variables are perturbed and the downstream effects on some output me…