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Biostatistics / Data mining / Receiver operating characteristic / Socioeconomics / Statistical classification / Sheaf / Statistics / Algebraic topology / Mathematics


Robust Reductions from Ranking to Classification Maria-Florina Balcan1 , Nikhil Bansal2 , Alina Beygelzimer2 , Don Coppersmith3 , John Langford4 , and Gregory B. Sorkin2 1 2
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Document Date: 2008-11-15 13:19:42

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New York / /

Company

IBM / Yahoo / /

Country

United States / /

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Facility

Carnegie Melon University / /

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oracle learning algorithm / score-based ranking algorithms / deterministic algorithm / to all settings where Algorithms / internet search problem / binary classification algorithm / search results / binary classifier learning algorithm / /

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Yorktown Heights / /

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IDA Center for Communications Research / Carnegie Melon University / Pittsburgh / /

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Thomas J. Watson / /

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also called player / Singer / player / /

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New York / /

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deterministic algorithm / binary classification algorithm / degree-based algorithm / score-based ranking algorithms / binary classifier learning algorithm / ranking algorithm / oracle learning algorithm / /

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