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Foster Provost

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Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters

Apr 08, 2021
Carlos Fernández-Loría, Foster Provost

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Methods for Individual Treatment Assignment: An Application and Comparison for Playlist Generation

May 09, 2020
Carlos Fernández-Loría, Foster Provost, Jesse Anderton, Benjamin Carterette, Praveen Chandar

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Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach

Feb 05, 2020
Carlos Fernandez, Foster Provost, Xintian Han

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Counterfactual Explanation Algorithms for Behavioral and Textual Data

Dec 04, 2019
Yanou Ramon, David Martens, Foster Provost, Theodoros Evgeniou

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Explaining Classification Models Built on High-Dimensional Sparse Data

Jul 26, 2016
Julie Moeyersoms, Brian d'Alessandro, Foster Provost, David Martens

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Enhancing Transparency and Control when Drawing Data-Driven Inferences about Individuals

Jun 26, 2016
Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler, Foster Provost

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Applications of Data Mining to Electronic Commerce

Oct 02, 2000
Ron Kohavi, Foster Provost

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Robust Classification for Imprecise Environments

Sep 13, 2000
Foster Provost, Tom Fawcett

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