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InterpretML: A Unified Framework for Machine Learning Interpretability

Sep 19, 2019
Harsha Nori, Samuel Jenkins, Paul Koch, Rich Caruana


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Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models

Oct 22, 2018
Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana

* Preprint 

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Coordinates: Probabilistic Forecasting of Presence and Availability

Dec 12, 2012
Eric J. Horvitz, Paul Koch, Carl Kadie, Andy Jacobs

* Appears in Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI2002) 

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