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KDD
2010
ACM
257views Data Mining» more  KDD 2010»
14 years 16 days ago
Multi-task learning for boosting with application to web search ranking
In this paper we propose a novel algorithm for multi-task learning with boosted decision trees. We learn several different learning tasks with a joint model, explicitly addressing...
Olivier Chapelle, Pannagadatta K. Shivaswamy, Srin...
SAC
2006
ACM
13 years 8 months ago
Undue influence: eliminating the impact of link plagiarism on web search rankings
Link farm spam and replicated pages can greatly deteriorate link-based ranking algorithms like HITS. In order to identify and neutralize link farm spam and replicated pages, we lo...
Baoning Wu, Brian D. Davison
WWW
2007
ACM
14 years 9 months ago
A cautious surfer for PageRank
This work proposes a novel cautious surfer to incorporate trust into the process of calculating authority for web pages. We evaluate a total of sixty queries over two large, real-...
Lan Nie, Baoning Wu, Brian D. Davison
CIKM
2010
Springer
13 years 7 months ago
Temporal query log profiling to improve web search ranking
Alexander Kotov, Pranam Kolari, Lei Duan, Yi Chang
JMLR
2011
156views more  JMLR 2011»
13 years 3 months ago
Web-Search Ranking with Initialized Gradient Boosted Regression Trees
Ananth Mohan, Zheng Chen, Kilian Q. Weinberger