Learning to Rank Using an Ensemble of Lambda-Gradient Models

Christopher Burges, Krysta Svore, Paul Bennett, Andrzej Pastusiak, Qiang Wu
; Proceedings of the Learning to Rank Challenge, PMLR 14:25-35, 2011.

Abstract

We describe the system that won Track 1 of the Yahoo! Learning to Rank Challenge.

Cite this Paper


BibTeX
@InProceedings{pmlr-v14-burges11a, title = {Learning to Rank Using an Ensemble of Lambda-Gradient Models}, author = {Christopher Burges and Krysta Svore and Paul Bennett and Andrzej Pastusiak and Qiang Wu}, booktitle = {Proceedings of the Learning to Rank Challenge}, pages = {25--35}, year = {2011}, editor = {Olivier Chapelle and Yi Chang and Tie-Yan Liu}, volume = {14}, series = {Proceedings of Machine Learning Research}, address = {Haifa, Israel}, month = {25 Jun}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/v14/burges11a/burges11a.pdf}, url = {http://proceedings.mlr.press/v14/burges11a.html}, abstract = {We describe the system that won Track 1 of the Yahoo! Learning to Rank Challenge.} }
Endnote
%0 Conference Paper %T Learning to Rank Using an Ensemble of Lambda-Gradient Models %A Christopher Burges %A Krysta Svore %A Paul Bennett %A Andrzej Pastusiak %A Qiang Wu %B Proceedings of the Learning to Rank Challenge %C Proceedings of Machine Learning Research %D 2011 %E Olivier Chapelle %E Yi Chang %E Tie-Yan Liu %F pmlr-v14-burges11a %I PMLR %J Proceedings of Machine Learning Research %P 25--35 %U http://proceedings.mlr.press %V 14 %W PMLR %X We describe the system that won Track 1 of the Yahoo! Learning to Rank Challenge.
RIS
TY - CPAPER TI - Learning to Rank Using an Ensemble of Lambda-Gradient Models AU - Christopher Burges AU - Krysta Svore AU - Paul Bennett AU - Andrzej Pastusiak AU - Qiang Wu BT - Proceedings of the Learning to Rank Challenge PY - 2011/01/26 DA - 2011/01/26 ED - Olivier Chapelle ED - Yi Chang ED - Tie-Yan Liu ID - pmlr-v14-burges11a PB - PMLR SP - 25 DP - PMLR EP - 35 L1 - http://proceedings.mlr.press/v14/burges11a/burges11a.pdf UR - http://proceedings.mlr.press/v14/burges11a.html AB - We describe the system that won Track 1 of the Yahoo! Learning to Rank Challenge. ER -
APA
Burges, C., Svore, K., Bennett, P., Pastusiak, A. & Wu, Q.. (2011). Learning to Rank Using an Ensemble of Lambda-Gradient Models. Proceedings of the Learning to Rank Challenge, in PMLR 14:25-35

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