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1. [The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations](https://arxiv.org/pdf/1907.09294.pdf) ;
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Thibault Laugel , Marie-Jeanne Lesot , Christophe Marsala , Xavier Renard and Marcin Detyniecki in ICJAI '19.
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2. |
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2. [All Models are Wrong but Many are Useful: Variable Importance for Black-Box, Proprietary, or Misspecified Prediction Models, using Model Class Reliance](https://arxiv.org/pdf/1806.07498.pdf);
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A Fisher, C Rudin, F Dominici 2018. |
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