Olivier Chapelle

2017

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Field-aware Factorization Machines in a Real-world Online Advertising System.
Yuchin Juan|Damien Lefortier|Olivier Chapelle
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2015

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Offline Evaluation of Response Prediction in Online Advertising Auctions.
Olivier Chapelle
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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Simple and Scalable Response Prediction for Display Advertising.
Olivier Chapelle|Eren Manavoglu|Rómer Rosales
ACM Transactions on Intelligent Systems and Technology (TIST) 2014 Volume 5 Issue 4

2012

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Large-scale validation and analysis of interleaved search evaluation.
Olivier Chapelle|Thorsten Joachims|Filip Radlinski|Yisong Yue
ACM Transactions on Information Systems (TOIS) 2012 Volume 30 Issue 1
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Learning to suggest: a machine learning framework for ranking query suggestions.
Umut Ozertem|Olivier Chapelle|Pinar Donmez|Emre Velipasaoglu
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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Intent-based diversification of web search results: metrics and algorithms.
Olivier Chapelle|Shihao Ji|Ciya Liao|Emre Velipasaoglu|Larry Lai|Su-Lin Wu
Discover Computing 2011 Volume 14 Issue 6

2010

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Learning to rank with (a lot of) word features.
Bing Bai|Jason Weston|David Grangier|Ronan Collobert|Kunihiko Sadamasa|Yanjun Qi|Olivier Chapelle|Kilian Q. Weinberger
Discover Computing 2010 Volume 13 Issue 3
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Efficient algorithms for ranking with SVMs.
Olivier Chapelle|S. Sathiya Keerthi
Discover Computing 2010 Volume 13 Issue 3
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Gradient descent optimization of smoothed information retrieval metrics.
Olivier Chapelle|Mingrui Wu
Discover Computing 2010 Volume 13 Issue 3
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Active learning for ranking through expected loss optimization.
Bo Long|Olivier Chapelle|Ya Zhang|Yi Chang|Zhaohui Zheng|Belle L. Tseng
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010
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Learning more powerful test statistics for click-based retrieval evaluation.
Yisong Yue|Yue Gao|Olivier Chapelle|Ya Zhang|Thorsten Joachims
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010
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Early exit optimizations for additive machine learned ranking systems.
Berkant Barla Cambazoglu|Hugo Zaragoza|Olivier Chapelle|Jiang Chen|Ciya Liao|Zhaohui Zheng|Jon Degenhardt
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

2009

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Supervised semantic indexing.
Bing Bai|Jason Weston|David Grangier|Ronan Collobert|Kunihiko Sadamasa|Yanjun Qi|Olivier Chapelle|Kilian Q. Weinberger
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009
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Expected reciprocal rank for graded relevance.
Olivier Chapelle|Donald Metlzer|Ya Zhang|Pierre Grinspan
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009
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Global ranking by exploiting user clicks.
Shihao Ji|Francesco Piccinno|Olivier Chapelle|Ke Zhou|Gordon Sun|Paolo Ferragina|Ciya Liao|Zhaohui Zheng|Gui-Rong Xue|Olivier Chapelle|Francesco Piccinno|Paolo Ferragina|Gordon Sun|Hongyuan Zha
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009
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A dynamic bayesian network click model for web search ranking.
Olivier Chapelle|Ya Zhang
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009

2008

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Beyond binary relevance: preferences, diversity, and set-level judgments.
Paul N. Bennett|Ben Carterette|Olivier Chapelle|Thorsten Joachims
SIGIR Forum 2008 Volume 42 Issue 2