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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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Defining Explanation in Probabilistic Systems

Feb 06, 2013
Urszula Chajewska, Joseph Y. Halpern

* Appears in Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI1997) 

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Utility Elicitation as a Classification Problem

Jan 30, 2013
Urszula Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar

* Appears in Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI1998) 

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Utilities as Random Variables: Density Estimation and Structure Discovery

Jan 16, 2013
Urszula Chajewska, Daphne Koller

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

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Aggregating Learned Probabilistic Beliefs

Jan 10, 2013
Pedrito Maynard-Reid II, Urszula Chajewska

* Appears in Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI2001) 

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