JMLR Workshop and Conference Proceedings Volume 14: Yahoo! Learning to Rank Challenge Proceedings of the Yahoo! Learning to Rank Challenge June 25, 2010, Haifa, Israel Editors: Olivier Chapelle, Yi Chang, Tie-Yan Liu

Yahoo! Learning to Rank Challenge Overview

O. Chapelle & Y. Chang; 14:1–24, 2011.
[abs] [pdf]

Learning to Rank Using an Ensemble of Lambda-Gradient Models

C. Burges, K. Svore, P. Bennett, A. Pastusiak & Q. Wu; 14:25–35, 2011.
[abs] [pdf]

Ranking by calibrated AdaBoost

R. Busa-Fekete, B. Kégl, T. Éltető & G. Szarvas; 14:37–48, 2011.
[abs] [pdf]

Learning to rank with extremely randomized trees

P. Geurts & G. Louppe; 14:49–61, 2011.
[abs] [pdf]

Winning The Transfer Learning Track of Yahoo!’s Learning To Rank Challenge with YetiRank

A. Gulin, I. Kuralenok & D. Pavlov; 14:63–76, 2011.
[abs] [pdf]

Web-Search Ranking with Initialized Gradient Boosted Regression Trees

A. Mohan, Z. Chen & K. Weinberger; 14:77–89, 2011.
[abs] [pdf]

Future directions in learning to rank

O. Chapelle, Y. Chang & T.-Y. Liu; 14:91–100, 2011.
[abs] [pdf]

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