Learning to Explain: An Information-Theoretic Perspective on Model Interpretation

Jianbo Chen, Le Song, Martin J. Wainwright, Michael I. Jordan. Learning to Explain: An Information-Theoretic Perspective on Model Interpretation. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 882-891, JMLR.org, 2018. [doi]

Authors

Jianbo Chen

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Le Song

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Martin J. Wainwright

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Michael I. Jordan

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