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ORCIDYahoo! Learning to Rank Challenge at ICML 2010
- Olivier Chapelle, Yi Chang, Tie-Yan Liu:
Proceedings of the Yahoo! Learning to Rank Challenge, held at ICML 2010, Haifa, Israel, June 25, 2010. JMLR Proceedings 14, JMLR.org 2011
Preface
- Olivier Chapelle, Yi Chang:
Yahoo! Learning to Rank Challenge Overview. 1-24
Contributed papers
- Christopher J. C. Burges, Krysta M. Svore, Paul N. Bennett, Andrzej Pastusiak, Qiang Wu:
Learning to Rank Using an Ensemble of Lambda-Gradient Models. 25-35 - Róbert Busa-Fekete, Balázs Kégl, Tamás Éltetö, György Szarvas:
Ranking by calibrated AdaBoost. 37-48 - Pierre Geurts, Gilles Louppe:
Learning to rank with extremely randomized trees. 49-61 - Andrey Gulin, Igor Kuralenok, Dmitry Pavlov:
Winning The Transfer Learning Track of Yahoo!'s Learning To Rank Challenge with YetiRank. 63-76 - Ananth Mohan, Zheng Chen, Kilian Q. Weinberger:
Web-Search Ranking with Initialized Gradient Boosted Regression Trees. 77-89
Afterword
- Olivier Chapelle, Yi Chang, Tie-Yan Liu:
Future directions in learning to rank. 91-100
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