Bayesian inference for Plackett-Luce ranking models.
John GuiverEdward Lloyd SnelsonPublished in: ICML (2009)
Keyphrases
- bayesian inference
- ranking models
- learning to rank
- web search
- ranking functions
- ranking algorithm
- benchmark datasets
- information retrieval
- prior information
- loss function
- probabilistic model
- hyperparameters
- directly optimize
- ranking svm
- evaluation measures
- hierarchical bayesian
- machine learning methods
- particle filter
- expectation propagation
- retrieval systems
- evaluation metrics
- supervised learning
- multimedia
- feature selection