L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data

ICLR 2019 Jianbo ChenLe SongMartin J. WainwrightMichael I. Jordan

We study instancewise feature importance scoring as a method for model interpretation. Any such method yields, for each predicted instance, a vector of importance scores associated with the feature vector... (read more)

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