SoftRank: Optimizing non-smooth rank metrics

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

Volumn , Issue , 2008, Pages 77-85

  Taylor, Michael ^a   Guiver, John ^a   Robertson, Stephen ^a   Minka, Tom ^a  

^a MICROSOFT RESEARCH   (United Kingdom)

Author keywords

Gradient descent; Learning; Metrics; Optimization; Ranking

Indexed keywords

EVALUATION METRICS; GRADIENT DESCENT; IR METRICS; MACHINE LEARNING ALGORITHMS;

APPROXIMATION ALGORITHMS; LEARNING ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; PROBLEM SOLVING;

LEARNING SYSTEMS;

EID: 42549161120     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1341531.1341544     Document Type: Conference Paper

References (16)