On the Value of Prior in Online Learning to Rank.
Branislav KvetonOfer MeshiMasrour ZoghiZhen QinPublished in: AISTATS (2022)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- ranking functions
- loss function
- information retrieval
- document retrieval
- direct optimization
- evaluation measures
- evaluation metrics
- ranking svm
- collaborative filtering
- query dependent
- retrieval systems
- learning to rank algorithms
- semi supervised
- supervised learning
- reinforcement learning
- early stage
- ranking list
- feature selection
- data sets
- support vector