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20182025
most citedLook at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis

11 citations · 28 across the 9 of their papers we have counts for

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Showing 2020Show all

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cs.LG2020

How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks

Thomas Fel, David Vigouroux, Rémi Cadène +1

A plethora of methods have been proposed to explain how deep neural networks reach their decisions but comparatively, little effort has been made to ensure that the explanations pr…