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Distilling Interpretable Models into Human-Readable Code

Feb 09, 2021
Walker Ravina, Ethan Sterling, Olexiy Oryeshko, Nathan Bell, Honglei Zhuang, Xuanhui Wang, Yonghui Wu, Alexander Grushetsky

* 13 pages, Latex; Updated the introduction and preliminaries sections; Updated some figures for greater clarity and brevity; Added a new dataset to the experiments; Added a more detailed table of experiment results; Added a discussion of distillation failures to the experiments relating to the new dataset 

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Unbiased Learning to Rank via Propensity Ratio Scoring

May 18, 2020
Nan Wang, Xuanhui Wang, Hongning Wang

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Interpretable Learning-to-Rank with Generalized Additive Models

May 14, 2020
Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Alexander Grushetsky, Yonghui Wu, Petr Mitrichev, Ethan Sterling, Nathan Bell, Walker Ravina, Hai Qian

* 10 pages 

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Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking

Oct 23, 2019
Rama Kumar Pasumarthi, Xuanhui Wang, Michael Bendersky, Marc Najork

* 8 pages 

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Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms

Mar 01, 2012
Lihong Li, Wei Chu, John Langford, Xuanhui Wang

* 10 pages, 7 figures, revised from the published version at the WSDM 2011 conference 

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