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» Algorithm Selection via Ranking
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WAW
2004
Springer
124views Algorithms» more  WAW 2004»
15 years 3 months ago
Fast PageRank Computation Via a Sparse Linear System (Extended Abstract)
ystem (Extended Abstract) Gianna M. Del Corso1 Antonio Gull´ı1,2 Francesco Romani1 1 Dipartimento di Informatica, University of Pisa, Italy 2 IIT-CNR, Pisa
Gianna M. Del Corso, Antonio Gulli, Francesco Roma...
78
Voted
EMNLP
2009
14 years 8 months ago
Model Adaptation via Model Interpolation and Boosting for Web Search Ranking
This paper explores two classes of model adaptation methods for Web search ranking: Model Interpolation and error-driven learning approaches based on a boosting algorithm. The res...
Jianfeng Gao, Qiang Wu, Chris Burges, Krysta Marie...
KDD
2005
ACM
143views Data Mining» more  KDD 2005»
15 years 10 months ago
SVM selective sampling for ranking with application to data retrieval
Learning ranking (or preference) functions has been a major issue in the machine learning community and has produced many applications in information retrieval. SVMs (Support Vect...
Hwanjo Yu
66
Voted
COLING
2010
14 years 5 months ago
A Comparative Study on Ranking and Selection Strategies for Multi-Document Summarization
This paper presents a comparative study on two key problems existing in extractive summarization: the ranking problem and the selection problem. To this end, we presented a system...
Feng Jin, Minlie Huang, Xiaoyan Zhu
PAMI
2007
102views more  PAMI 2007»
14 years 9 months ago
Feature Subset Selection and Ranking for Data Dimensionality Reduction
—A new unsupervised forward orthogonal search (FOS) algorithm is introduced for feature selection and ranking. In the new algorithm, features are selected in a stepwise way, one ...
Hua-Liang Wei, Stephen A. Billings