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20192026
most citedThreading the Needle of On and Off-Manifold Value Functions for Shapley Explanations

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cs.IT2019

A Family of Bayesian Cramér-Rao Bounds, and Consequences for Log-Concave Priors

Efe Aras, Kuan-Yun Lee, Ashwin Pananjady +1

Under minimal regularity assumptions, we establish a family of information-theoretic Bayesian Cramér-Rao bounds, indexed by probability measures that satisfy a logarithmic Sobolev…