2023
Shapley Based Residual Decomposition for Instance Analysis
ICML 2023poster
In this paper, we introduce the idea of decomposing the residuals of regression with respect to the data instances instead of features. This allows us to determine the effects of each individual instance on the model and each other, and in doing so makes for a model-agnostic method of identifying in…