Fast learning of document ranking functions with the committee perceptron

WSDM'08 - Proceedings of the 2008 International Conference on Web Search and Data Mining

Volumn , Issue , 2008, Pages 55-63

  Elsas, Jonathan L ^a   Carvalho, Vitor R ^a   Carbonell, Jaime G ^a  

^a Carnegie Mellon University ^*  (United States)

Author keywords

Document retrieval; Learning to rank; Perceptron algorithm

Indexed keywords

ARBITRARY RANK-BASED PERFORMANCE METRICS; LEARNING TO RANK; PERCEPTRON ALGORITHMS; TRAINING TIME;

INFORMATION RETRIEVAL SYSTEMS; NEURAL NETWORKS; OPTIMIZATION; PROBLEM SOLVING; SUPPORT VECTOR MACHINES;

LEARNING ALGORITHMS;

EID: 42549142528     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1341531.1341542     Document Type: Conference Paper

References (33)