Mallows ranking models: maximum likelihood estimate and regeneration.
Wenpin TangPublished in: ICML (2019)
Keyphrases
- maximum likelihood estimates
- ranking models
- learning to rank
- web search
- ranking functions
- benchmark datasets
- closed form
- maximum likelihood
- ranking algorithm
- information retrieval
- em algorithm
- parameter estimation
- expectation maximization
- likelihood function
- loss function
- linear models
- directly optimize
- motion parameters
- relevance judgments
- document retrieval
- search engine
- machine learning methods
- supervised learning
- evaluation measures
- retrieval effectiveness
- least squares
- active learning
- pairwise
- support vector
- image processing