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most citedThreading the Needle of On and Off-Manifold Value Functions for Shapley Explanations

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math.ST2020

Linear Models are Most Favorable among Generalized Linear Models

Kuan-Yun Lee, Thomas A. Courtade

We establish a nonasymptotic lower bound on the minimax risk for a class of generalized linear models. It is further shown that the minimax risk for the canonical linear mode…