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Olivier Chapelle

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Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions

Jul 12, 2017
Flavian Vasile, Damien Lefortier, Olivier Chapelle

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Field-aware Factorization Machines in a Real-world Online Advertising System

Feb 23, 2017
Yuchin Juan, Damien Lefortier, Olivier Chapelle

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A Reliable Effective Terascale Linear Learning System

Jul 12, 2013
Alekh Agarwal, Olivier Chapelle, Miroslav Dudik, John Langford

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Distance Metric Learning for Kernel Machines

Jan 08, 2013
Zhixiang Xu, Kilian Q. Weinberger, Olivier Chapelle

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The Greedy Miser: Learning under Test-time Budgets

Jun 27, 2012
Zhixiang Xu, Kilian Weinberger, Olivier Chapelle

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