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|The Mythos of Model Interpretability|Lipton|[arxiv](https://arxiv.org/abs/1606.03490)|
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|Towards a Rigorous Science of Interpretable Machine Learning|Doshi-Velez and Kim|[arxiv](https://arxiv.org/abs/1702.08608)|
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|A Survey of Methods for Explaining Black Box Models| Guidotti et al.|[arxiv](https://arxiv.org/abs/1802.01933)|
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|A Survey of Methods for Explaining Black Box Models|Guidotti et al.|[arxiv](https://arxiv.org/abs/1802.01933)|
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|Interpretability of Machine Learning Models and Representations: an Introduction|Adrien Bibal and Benoît Frénay|[pdf](https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2016-141.pdf)|
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