Learning to Rank With Bregman Divergences and Monotone Retargeting.
Sreangsu AcharyyaOluwasanmi KoyejoJoydeep GhoshPublished in: UAI (2012)
Keyphrases
- learning to rank
- bregman divergences
- loss function
- information theoretic
- pairwise
- maximum entropy
- ranking functions
- cost sensitive
- information retrieval
- evaluation measures
- support vector
- nearest neighbor
- theoretical guarantees
- upper bound
- exponential family
- document retrieval
- machine learning
- generative model
- graphical models
- mutual information
- multi class
- multimedia
- data sets