A Stochastic Treatment of Learning to Rank Scoring Functions.
Sebastian BruchShuguang HanMichael BenderskyMarc NajorkPublished in: WSDM (2020)
Keyphrases
- learning to rank
- scoring functions
- ranking functions
- scoring function
- information retrieval
- evaluation measures
- loss function
- ranking svm
- document retrieval
- query dependent
- ranking algorithm
- learning to rank algorithms
- direct optimization
- retrieval systems
- collaborative filtering
- similarity measure
- web search engines
- web search
- semi supervised learning
- information retrieval systems
- ranking models
- digital libraries
- image segmentation
- social networks